{
 "edition": "sep-oct-2026",
 "collected": {
  "from": "2026-09-24",
  "to": "2026-10-07"
 },
 "retrieved": "2026-10-07",
 "n": 77,
 "path_steps": [
  {
   "key": "problem",
   "icon": "user",
   "step": "Problem",
   "label": "Get close to the user, their problem and journey",
   "clusters": [
    "user",
    "problem",
    "journey"
   ]
  },
  {
   "key": "decide",
   "icon": "decide",
   "step": "Decide",
   "label": "Decide what's worth building",
   "clusters": [
    "decide",
    "simplify"
   ]
  },
  {
   "key": "build",
   "icon": "build",
   "step": "Build",
   "label": "Build it, often small first",
   "clusters": [
    "build",
    "small"
   ]
  },
  {
   "key": "learn",
   "icon": "learn",
   "step": "Learn",
   "label": "Learn after shipping",
   "clusters": [
    "learn"
   ]
  }
 ],
 "around": [
  "health",
  "collaborate",
  "conditions"
 ],
 "practices": [
  {
   "key": "user",
   "title": "Get close to who the user is",
   "blurb": "Talk to users, support them, watch them in context, know who the work is for.",
   "step": "problem",
   "count": 43,
   "strong": 43
  },
  {
   "key": "problem",
   "title": "Understand the problem they want solved",
   "blurb": "What is actually going on for them, and the problem behind the request.",
   "step": "problem",
   "count": 43,
   "strong": 37
  },
  {
   "key": "journey",
   "title": "Follow their journey to solve it",
   "blurb": "How they use the product, where they get stuck, the experience the solution should create.",
   "step": "problem",
   "count": 34,
   "strong": 32
  },
  {
   "key": "decide",
   "title": "Decide what's worth building",
   "blurb": "Choose what to build, question its value, hold a roadmap, argue for it.",
   "step": "decide",
   "count": 56,
   "strong": 48
  },
  {
   "key": "small",
   "title": "Prototype and ship small",
   "blurb": "Prototypes, minimum versions, the smallest coherent solution, explore before converging.",
   "step": "build",
   "count": 27,
   "strong": 27
  },
  {
   "key": "build",
   "title": "Build end to end",
   "blurb": "Write the whole thing, take it to production, turn it into a product.",
   "step": "build",
   "count": 76,
   "strong": 76
  },
  {
   "key": "simplify",
   "title": "Simplify and let go",
   "blurb": "Cut scope, keep it simple, stop being loyal to old features.",
   "step": "decide",
   "count": 9,
   "strong": 9
  },
  {
   "key": "learn",
   "title": "Learn after shipping",
   "blurb": "Measure, watch the rollout, iterate, tell customers, fight for adoption.",
   "step": "learn",
   "count": 44,
   "strong": 36
  },
  {
   "key": "health",
   "title": "Keep the system healthy",
   "blurb": "Reliability, testing, tooling, documentation, security, customer trust.",
   "step": null,
   "count": 68,
   "strong": 66
  },
  {
   "key": "collaborate",
   "title": "Work across disciplines",
   "blurb": "Product sense and engineering in one person, no handoffs, influence across functions.",
   "step": null,
   "count": 60,
   "strong": 57
  },
  {
   "key": "conditions",
   "title": "Room to work",
   "blurb": "Autonomy, support, prepared work, and who is accountable for what.",
   "step": null,
   "count": 43,
   "strong": 36
  }
 ],
 "distribution": {
  "4": {
   "postings": 41,
   "all_strong": 29
  },
  "3": {
   "postings": 9,
   "all_strong": 7
  },
  "2": {
   "postings": 18,
   "all_strong": 10
  },
  "1": {
   "postings": 9,
   "all_strong": 9
  }
 },
 "asked": {
  "problem": 60,
  "decide": 56,
  "build": 76,
  "learn": 44
 },
 "countries": {
  "pt": "Portugal",
  "us": "United States",
  "ca": "Canada",
  "br": "Brazil",
  "uk": "United Kingdom",
  "ie": "Ireland",
  "es": "Spain",
  "nl": "Netherlands",
  "de": "Germany",
  "eu": "EU (remote)",
  "global": "Global (remote)"
 },
 "regimes": {
  "R": "Remote",
  "H": "Hybrid",
  "O": "On-site",
  "A": "Candidate choice",
  "N": "Not stated"
 },
 "agreement": {
  "practices": {
   "health": {
    "kappa": 0.13,
    "agree": 52,
    "n": 77
   },
   "collaborate": {
    "kappa": 0.22,
    "agree": 48,
    "n": 77
   },
   "conditions": {
    "kappa": 0.1,
    "agree": 31,
    "n": 77
   }
  },
  "disagreements": 100,
  "sample": {
   "pool": 57,
   "checked": 15,
   "held": 15
  },
  "path": {
   "practices": {
    "user": {
     "kappa": 0.84,
     "agree": 71,
     "n": 77
    },
    "problem": {
     "kappa": 0.87,
     "agree": 72,
     "n": 77
    },
    "journey": {
     "kappa": 0.62,
     "agree": 62,
     "n": 77
    },
    "decide": {
     "kappa": 0.7,
     "agree": 68,
     "n": 77
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    "small": {
     "kappa": 0.57,
     "agree": 60,
     "n": 77
    },
    "build": {
     "kappa": 1.0,
     "agree": 77,
     "n": 77
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     "kappa": 0.84,
     "agree": 74,
     "n": 77
    },
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     "kappa": 0.66,
     "agree": 64,
     "n": 77
    }
   },
   "steps": {
    "problem": {
     "kappa": 0.84,
     "agree": 73,
     "n": 77,
     "first": 60,
     "second": 64
    },
    "decide": {
     "kappa": 0.7,
     "agree": 68,
     "n": 77,
     "first": 53,
     "second": 60
    },
    "build": {
     "kappa": 0.0,
     "agree": 76,
     "n": 77,
     "first": 76,
     "second": 77
    },
    "learn": {
     "kappa": 0.66,
     "agree": 64,
     "n": 77,
     "first": 38,
     "second": 51
    }
   },
   "disagreements": 68,
   "decided": 18,
   "open_weak": 50,
   "sensitivity": {
    "strong_only": 29,
    "adjudicated": 41,
    "including_open_weak": 44
   }
  }
 },
 "jobs": [
  {
   "id": "br-99x-senior-ai-first-product-engineer",
   "company": "99x Brazil",
   "title": "Senior AI-first Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4469735358/",
   "country": "br",
   "tech": [
    "TypeScript",
    "React",
    "Next.js",
    "Python",
    "Node"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "weak",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "work directly with clients and stakeholders",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Own product features end-to-end, from problem definition and architecture to deployment",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Contribute across the stack, including frontend, backend, APIs, integrations, and cloud-based services",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "remaining accountable for product quality, performance, and outcomes long after deployment",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Write clean, maintainable, well-tested, and well-documented code",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Collaborate cross-functionally with product, design, engineering, and business stakeholders to deliver impactful solutions",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Demonstrated product ownership mindset, with experience leading features or products from discovery to production and beyond",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior engineer at a software services firm who owns client product features from discovery through architecture, delivery and monitoring, builds AI-powered experiences across frontend and backend, joins client technical and commercial conversations, and coaches teams on AI-assisted development."
  },
  {
   "id": "br-helpjuice-product-engineer-fullstack",
   "company": "Helpjuice",
   "title": "Product Engineer (Full stack) @ Helpjuice (AI SaaS)",
   "url": "https://www.linkedin.com/jobs/view/4468153982/",
   "country": "br",
   "tech": [
    "Rails"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "decide": [
     {
      "q": "Work directly with the team on what to build next and how to build it well",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Ship features across the stack: Rails backend, JS frontend",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Debug production issues and actually get to the root cause, not just the symptom",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack Rails and JavaScript engineer at a small, fully remote, profitable company with two products: a knowledge base and an AI support chatbot. Designs, builds, tests and debugs features end to end and helps decide what to build next."
  },
  {
   "id": "br-hunterdouglas-principal-ai-native-product-engineer",
   "company": "Hunter Douglas, Inc.",
   "title": "Principal AI-Native Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4463091359/",
   "country": "br",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Next.js",
    "Python"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Partner directly with business stakeholders, end users, and leadership teams",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Identify high-impact business challenges across commercial, manufacturing, supply chain, customer service, and corporate functions",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "end users, and leadership teams to understand workflows, gather requirements, and validate solutions",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Experience working directly with business stakeholders to identify opportunities, define solutions, and deliver measurable business value.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design, develop, test, and deploy full-stack applications, workflow automation tools, APIs, integrations, and AI-enabled products.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Establish product success metrics, monitor adoption, measure business impact, and continuously iterate based on user feedback",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Architect secure, scalable, maintainable, and reliable cloud-based solutions",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner directly with business stakeholders, end users, and leadership teams to understand workflows, gather requirements, and validate solutions.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Ability to thrive in highly autonomous, fast-paced, and ambiguous environments",
      "s": "strong"
     }
    ]
   },
   "summary": "Principal engineer building AI, data and automation products for a window-coverings manufacturer’s North American operations. Works with customers, dealers and business teams, owning discovery, delivery, adoption and measurement while establishing reusable engineering practices."
  },
  {
   "id": "br-moradaai-product-engineer",
   "company": "Morada.ai",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4454147613/",
   "country": "br",
   "tech": [],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Conversar com clientes, analisar feedbacks e transformar aprendizados em melhorias de produto.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "conduzir problemas de ponta a ponta: entender o contexto, conversar com usuários",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Desenvolver soluções fullstack com foco na melhor experiência para o usuário.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Trabalhar lado a lado com Product Managers durante o discovery e a priorização.",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Construir MVPs, testar hipóteses e iterar rapidamente.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Experiência sólida com desenvolvimento fullstack.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Acompanhar métricas e medir o impacto das suas entregas.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Trabalhar lado a lado com Product Managers durante o discovery e a priorização.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "você terá autonomia para tomar decisões e contribuir diretamente para a evolução do produto",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer who works with users and product managers to identify problems, prioritise work, test ideas through MVPs, and deliver improvements. Owns implementation and iteration, using metrics and customer feedback to assess results."
  },
  {
   "id": "br-passionfroot-senior-staff-product-engineer",
   "company": "Passionfroot",
   "title": "Senior / Staff Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4468142619/",
   "country": "br",
   "tech": [
    "TypeScript",
    "React"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Talk directly with customers and translate ambiguous needs into simple product decisions.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Developed a deep understanding of creator-led growth and the problems our customers face.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Work closely with design to create experiences that are fast, intuitive, and polished.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Strong product and technical judgment. You care about what should be built, how it should feel",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "you can have an idea on Monday and have customers using it by Thursday",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build customer-facing features across our marketplace, campaign management, collaboration, payments, analytics, and creator workflows.",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "You can distinguish between problems that need a sophisticated system and problems that need a simple, well-executed solution.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Develop the evaluations, observability, and feedback loops needed to understand whether AI features are genuinely useful.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Improve the systems and engineering practices that help a small team ship reliably at high velocity.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "work closely with the founders, design, and customers to take important problems from early exploration to shipped product",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "without layers of sprint ceremonies or alignment meetings in between",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior or staff engineer building a creator-marketing platform and its AI campaign manager. Owns full-stack features from customer discovery through production and evaluation; staff engineers also guide technical decisions across projects and support other engineers."
  },
  {
   "id": "br-toku-product-engineer",
   "company": "Toku",
   "title": "Product Engineer BR",
   "url": "https://www.linkedin.com/jobs/view/4441229893/",
   "country": "br",
   "tech": [],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Reunir-se periodicamente com clientes para entender seus processos, identificar oportunidades e traduzir necessidades de negócio em soluções tecnológicas.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "pessoas capazes de entender um problema real",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "que saibam priorizar com critério diante de mudanças",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "construir um MVP funcional em poucas semanas e validá-lo diretamente com o cliente antes de escalar a solução",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Construir software sustentável e escalável sobre uma plataforma comum",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "iterar MVPs de agentes conversacionais utilizando tecnologias de IA, validando hipóteses com clientes em ciclos curtos",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Participar ativamente de revisões de código, design de arquitetura e melhoria contínua das práticas de engenharia do time.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Colaborar de perto com Engenharia, Produto e outros Product Engineers",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer building conversational AI for debt collection. Investigates customer workflows, develops and validates agent MVPs, and evolves them into scalable solutions on a shared platform, balancing delivery speed with maintainability."
  },
  {
   "id": "ca-allstate-product-engineering-guidewire",
   "company": "Allstate Canada",
   "title": "Product Engineering (Guidewire BillingCenter Configuration & Integration)",
   "url": "https://www.linkedin.com/jobs/view/4442229671/",
   "country": "ca",
   "tech": [
    "React"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Conducted analysis and coding for UI and middleware components.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "troubleshooting and resolving any degradation of service, application validations and involvement in Major and minor releases",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "work closely with peers to ensure the performance, availability, and stability of the application suites",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer on an insurer's finance technology team who maintains the Guidewire BillingCenter billing platform: resolves service degradation, supports releases and disaster recovery, fixes production defects and builds roadmap improvements in agile ceremonies with peers."
  },
  {
   "id": "ca-docebo-senior-product-engineer-ii-fullstack",
   "company": "Docebo",
   "title": "Senior Product Engineer II - Fullstack",
   "url": "https://www.linkedin.com/jobs/view/4460123754/",
   "country": "ca",
   "tech": [
    "TypeScript",
    "React",
    "Python",
    "Node.js",
    "Go"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "problem": [
     {
      "q": "Work with Product, Design, QA, SRE, platform teams, and engineering groups to translate customer problems into reliable solutions.",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Navigate frontend applications, APIs, backend services, data layers, and platform integrations to deliver complete outcomes.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Raise the bar for testing, CI/CD, observability, architecture, code quality, and pragmatic technical debt management.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "align Engineering, Product, Design, QA, and platform stakeholders",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior II engineer at an AI corporate-learning platform, with depth in frontend or backend and capability across both. Owns complex initiatives through production, guides architecture, coordinates technical dependencies and mentors colleagues."
  },
  {
   "id": "ca-evoloai-senior-product-engineer",
   "company": "evolo.ai",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4453512848/",
   "country": "ca",
   "tech": [],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "you'll ship a category-defining product end to end, full stack, from user conversation to production.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Craft polished, user-centered UI/UX while grounding it in solid engineering fundamentals",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "You will play a crucial part in shaping product strategies",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "ship a category-defining product end to end, full stack",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Strong analytical skills to assess product performance and guide strategic decisions",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Ensure high-quality standards through code reviews, testing, and best practices",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Collaborate closely with product managers and designers to align technical solutions with business goals",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer joining a founding team building AI journeys that help buyers understand complex products. Works from user conversations through production, shapes product decisions and mentors juniors; financial institutions already use the platform."
  },
  {
   "id": "ca-faire-product-engineer-ads",
   "company": "Faire",
   "title": "Product Engineer - Ads",
   "url": "https://www.linkedin.com/jobs/view/4469070081/",
   "country": "ca",
   "tech": [
    "React"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Bring customer empathy for brand advertisers, a clear point of view",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "dig into the advertiser's problem, weigh the options, ship, and measure whether it worked",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "partner with Product, Design, Data Science, and our Go-to-Market team to shape what we build, not just how it gets built",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build scalable systems and product experiences that stay fast and reliable as our advertiser base grows",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Instrument what you ship, then use the data to understand advertiser behavior, evaluate experiment results, and guide where we invest next.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Build scalable systems and product experiences that stay fast and reliable as our advertiser base grows",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "a clear communicator who works effectively with PMs, designers, data scientists and our Go-to-Market team",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "You'll own meaningful problems that serve customers around the globe with the agency to move fast and see your results clearly.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer on the advertiser-facing side of a wholesale marketplace's ads business: ads manager, campaign setup, reporting and budgets. Investigates advertiser problems, weighs options, ships and measures results with product, design, data science and sales partners."
  },
  {
   "id": "ca-hellofresh-staff-backend-product-engineer-operations-technology",
   "company": "HelloFresh",
   "title": "Staff Backend Product Engineer, Operations Technology (all genders)",
   "url": "https://www.linkedin.com/jobs/view/4441628405/",
   "country": "ca",
   "tech": [
    "Python",
    "Golang"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "A Product Engineer takes a problem, forms a point of view, validates it with customers and data",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "product engineers are trusted to own customer problems",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "You have product sense and are opinionated about what should be built and why, and you can back that opinion with data and user evidence.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design, build, and own robust, scalable infrastructure for menu operations",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Shipping is the beginning of the learning cycle, not the end.",
      "s": "weak"
     }
    ],
    "health": [
     {
      "q": "Operate what you build. You instrument, monitor, and improve your systems in production.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "works with business leads to turn requirements into scalable production systems and solutions",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "product engineers are trusted to own customer problems.",
      "s": "strong"
     }
    ]
   },
   "summary": "Staff backend engineer at a meal-kit company who connects food-systems business leads with engineering squads, leads backend-heavy problems around menu operations and a US platform migration, and runs and monitors the services built."
  },
  {
   "id": "ca-jerry-ai-product-engineer",
   "company": "Jerry.ai",
   "title": "AI Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4459924463/",
   "country": "ca",
   "tech": [
    "TypeScript",
    "React",
    "Nest.js"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "decide": [
     {
      "q": "Evaluate emerging AI technology (voicebot, computer use agents, and beyond), make the call on what we invest in next",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "build new automations for things like document validation (ex. licenses, proof of insurance), record disputes",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "including the unglamorous parts: evals, regressions, latency, cost, and failure-handling",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You don't need someone else to write the spec.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer, with level determined flexibly, owning AI agents and automation for an insurance marketplace. Builds conversational and computer-use agents, document checks and carrier transactions, evaluates emerging technology and takes selected approaches into production."
  },
  {
   "id": "ca-liftoff-product-engineer-fullstack-developer",
   "company": "Liftoff",
   "title": "Product Engineer - Full-Stack Developer",
   "url": "https://www.linkedin.com/jobs/view/4466729173/",
   "country": "ca",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "",
    "build": "strong",
    "learn": "strong"
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "journey": [
     {
      "q": "UX instinct — you can tell when a flow doesn't feel right, not just when it doesn't match the spec",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "We're hiring a Full-Stack Engineer to ship product features and experiments end-to-end.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Feature delivery across the stack in TypeScript, from React Native screens to Supabase data",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "A high-velocity experiment pipeline: clean instrumentation → fast implementation → reliable measurement → iteration",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Write and run migrations and deploy schema changes safely",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Cross-functional shipping with Product, Design, and Growth",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Autonomy and Ownership: you are in charge of your time at Liftoff.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack TypeScript engineer at a bootstrapped, profitable gamified fitness app. Ships features and experiments end to end, from React Native screens to Supabase data, with design-faithful UI, experiment instrumentation and reliable APIs, alongside product, design and growth."
  },
  {
   "id": "ca-mendable-product-engineer-parse",
   "company": "Mendable (Firecrawl)",
   "title": "Product Engineer - Parse",
   "url": "https://www.linkedin.com/jobs/view/4459726368/",
   "country": "ca",
   "tech": [],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Dogfood the product, read the GitHub issues, and let real developer pain drive what you build",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You care about developer experience like a designer cares about pixels: latency, output schema, docs, the whole feel of it",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Work directly with the engineering team on the roadmap and the tradeoffs behind it",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build and ship developer-facing document-parsing features from idea to production",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "You move fast and close the loop. You'd rather ship, measure, and iterate than perfect on paper",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Own the reliability and quality of parsed output across PDFs, Word docs, spreadsheets, and more",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Everyone here owns a real piece of the product and company, end to end, and runs it themselves.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer on a web-data API company's document parsing product, which converts PDFs, Word files and spreadsheets into structured, LLM-ready output. Owns developer-facing parsing features from idea to production with close attention to API quality."
  },
  {
   "id": "ca-purelend-product-engineer",
   "company": "Purelend Technologies",
   "title": "Product Engineer (senior)",
   "url": "https://www.linkedin.com/jobs/view/4439721414/",
   "country": "ca",
   "tech": [
    "TypeScript",
    "Python",
    "Go"
   ],
   "regime": "O",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "You'll be in front of brokers, underwriters, and lender executives every week. Not surveys. Calls, screen shares, ride-alongs, sometimes office visits.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You take a fuzzy problem like \"our income verification doesn't work well enough for self-employed borrowers\" and turn it into a sequence of shippable chunks",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You'll watch how real users work real files",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "You spend more of your time talking to customers, defining what's worth building, scoping it tightly",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "the smallest version that's worth building, what's explicitly out of scope, what we'll know after we ship it",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You ship production code regularly, not as a side hobby but as part of the role.",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "You know what to cut first when scope is too big.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "You define what success looks like before we build. You watch the metrics after we ship. You kill what isn't working",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "how to evaluate whether something is good enough to ship.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You don't wait for a spec. You write one.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Engineers who want to live in the IDE and ship tickets someone else wrote.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer at a mortgage automation startup who works weekly with brokers and lenders, defines priorities, writes briefs and breaks problems into deliverable increments. Ships production code and uses adoption metrics to revise or stop initiatives."
  },
  {
   "id": "ca-symend-intermediate-senior-product-engineer",
   "company": "Symend",
   "title": "Intermediate / Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4462466391/",
   "country": "ca",
   "tech": [
    "TypeScript",
    "React",
    "Python"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "pre-sales conversations where you help a client understand what's possible",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You know how to run a conversation that surfaces the real problem, not just the stated one.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "you're accountable for whether the product finds its market",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You write async Python with confidence: asyncio, FastAPI, SQLAlchemy async.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "You're feeding clear PMF signal back into the core roadmap",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "You've built webhook receivers, implemented HMAC signature validation, handled replay attacks, and designed for idempotency.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You're not a PM who hands off to engineering. You're not an engineer who gets handed a spec. You do both",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "you’re accountable for whether the product finds its market.",
      "s": "weak"
     }
    ]
   },
   "summary": "Intermediate or senior engineer owning an AI voice product for overdue-bill repayment. Handles client discovery and presales, builds compliant conversational and telephony systems, and leads a delivery team of one or two junior or intermediate engineers."
  },
  {
   "id": "ca-thomsonreuters-staff-software-engineer-ai-product-engineering",
   "company": "Thomson Reuters (CoCounsel for Tax & Accounting)",
   "title": "Staff Software Engineer, AI Product Engineering",
   "url": "https://www.linkedin.com/jobs/view/4377937966/",
   "country": "ca",
   "tech": [
    "TypeScript",
    "Python"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "problem": [
     {
      "q": "Partner closely with Product and Design to translate complex customer problems into simple, scalable technical solutions.",
      "s": "weak"
     }
    ],
    "small": [
     {
      "q": "help guide other engineers from prototype through production",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design and build production backend services using Python, FastAPI, PostgreSQL, and AWS.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Evaluate AI behavior in production and build mechanisms for quality measurement, experimentation, evaluation, guardrails, and continuous improvement.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "partnering effectively across Engineering, Product, Design, AI/ML, and other technical stakeholders",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "working in a fast-moving, product-focused environment that combines startup-style ownership with the scale and resources of Thomson Reuters.",
      "s": "weak"
     }
    ]
   },
   "summary": "Staff engineer building new AI products for tax and accounting professionals at a large information company. Takes ambiguous 0-to-1 problems through architecture, Python backend services, LLM agents and retrieval, launch and monitoring, and guides other engineers."
  },
  {
   "id": "de-dlremote-senior-product-engineer",
   "company": "DL Remote (recruiting for an unnamed European AI-voice market leader)",
   "title": "Senior Product Engineer (via DL Remote, for an AI voice services company)",
   "url": "https://www.linkedin.com/jobs/view/4467103440/",
   "country": "de",
   "tech": [
    "TypeScript",
    "React",
    "Node.js",
    "NestJS"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Tausche dich direkt mit unseren Anwendern aus, um deren Feedback zu verstehen",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Nimm Einfluss auf die strategische Produkt-Roadmap und übernimm perspektivisch die Steuerung und Priorisierung innovativer KI-Features.",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "von der ersten Idee über zügiges Prototyping bis zur finalen Veröffentlichung für B2B-Kunden",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Pflege und optimiere unsere moderne Codebasis kontinuierlich",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Nutze datengestützte Entwicklungsansätze, um Features fortlaufend zu testen, zu verfeinern und den Mehrwert für mittelständische Betriebe zu maximieren.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Pflege und optimiere unsere moderne Codebasis kontinuierlich, wobei der Fokus auf TypeScript, React und Node.js (insbesondere NestJS) liegt.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "eng mit dem Produkt- und Gründerteam zusammen",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack TypeScript engineer, hired through a recruiter, for a European AI voice-services company serving small and mid-sized businesses. Builds features from idea to rollout, talks with users, and later helps prioritise new voice AI features."
  },
  {
   "id": "de-ingestro-senior-product-engineer",
   "company": "Ingestro",
   "title": "Senior Product Engineer (gn)",
   "url": "https://www.linkedin.com/jobs/view/4467296303/",
   "country": "de",
   "tech": [
    "TypeScript",
    "React",
    "Go"
   ],
   "regime": "A",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "problem": [
     {
      "q": "Strong product mindset - you think in terms of solving user problems, not just implementing tasks",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Actively challenge product and UX decisions, contributing your own ideas",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Work across the stack to rapidly prototype, iterate, and deliver high-impact product features",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Take ownership of end-to-end feature development across our new Data Platform - from frontend (React/TypeScript) to backend (Go)",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "contributing your own ideas to simplify complex workflows",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Take ownership of features in production, including debugging, iteration, and continuous improvement",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Collaborate closely with Product, Design, and Engineering to turn high-level problems into pragmatic, working solutions",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Actively challenge product and UX decisions, contributing your own ideas to simplify complex workflows",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Take ownership of features in production, including debugging, iteration, and continuous improvement",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior full-stack engineer (React, Go) building a new data platform from scratch in Berlin. Ships features that let non-technical users set up data onboarding and pipelines, questions product and UX choices, and owns features in production."
  },
  {
   "id": "es-factorial-senior-product-engineer-it",
   "company": "Factorial",
   "title": "Senior Product Engineer - Factorial IT (Founding Engineer)",
   "url": "https://www.linkedin.com/jobs/view/4314166164/",
   "country": "es",
   "tech": [
    "TypeScript",
    "React",
    "Ruby",
    "Rails"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "You will be involved in customer calls to learn about their pains & needs.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "customer calls to learn about their pains & needs",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You think about reliability and user friction before model complexity.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "work with your team members to establish goals and plan a quarterly roadmap",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You're comfortable working with Ruby on Rails & React",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "You treat AI features as hypotheses. Build, deploy, measure, adjust. You own that whole loop, not just the build part.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "You will review code daily and get feedback on your own code at every pull request",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You can explain a complex technical decision in English to someone who doesn't write code clearly, without condescension.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "get feedback on your own code at every pull request, from all team members, including juniors.",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior founding engineer in a Factorial spinoff building AI business software, including an IT management domain covering onboarding, permissions, equipment and support. Owns initiatives, joins customer discovery, shapes roadmaps and evaluates AI features in production."
  },
  {
   "id": "es-invopop-graduate-product-engineer",
   "company": "Invopop",
   "title": "Graduate Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4424023736/",
   "country": "es",
   "tech": [
    "Golang"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Support customers using your integrations",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Make product decisions with support: what to build first, what to cut, when to ship.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design and build backend integrations in Golang",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "what to build first, what to cut, when to ship",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "iterate based on real feedback",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Role: own integrations end-to-end, research, define, build, ship, iterate with customers. No PMs or bureaucracy in between.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "No PMs or bureaucracy in between.",
      "s": "strong"
     }
    ]
   },
   "summary": "Graduate engineer at a Madrid e-invoicing API company covering 25+ countries. Owns customer integrations end to end, researching, defining, building and iterating with customers directly, with no product managers in between, close to the founders."
  },
  {
   "id": "es-pluxee-senior-product-engineer",
   "company": "Pluxee España",
   "title": "Senior Product Engineer (Cobee by Pluxee)",
   "url": "https://www.linkedin.com/jobs/view/4459947067/",
   "country": "es",
   "tech": [
    "TypeScript",
    "React",
    "Node.js",
    "NestJS"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "You'll own features end-to-end — backend, frontend, and the AI-assisted workflows",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Monitor service health in production, using observability tools to proactively identify and resolve bottlenecks or anomalies.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer building an employee-compensation platform within a global benefits group. Owns features in benefits, payments, employee experiences or HR administration, with responsibility for resilience, production monitoring, AI-assisted delivery and mentoring."
  },
  {
   "id": "eu-jiga-fullstack-product-engineer-remote-europe",
   "company": "Jiga",
   "title": "Full Stack Product Engineer - Remote/Europe",
   "url": "https://www.linkedin.com/jobs/view/4459375323/",
   "country": "eu",
   "tech": [
    "React",
    "Node.js"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "decide": [
     {
      "q": "Real ownership where you decide what to build, how to build it, and when to ship it.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You're genuinely full-stack - you're equally happy building a slick UI component or optimizing a database query.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Experience building complex applications - you understand clean architecture, security, scaling, performance, and maintainability",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "you'll make a lot of decisions about architecture and functionality without endless approval cycles",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer at a small remote company building infrastructure to help mechanical engineers develop physical products faster. Decides what to build and how, owns delivery, and challenges product and architecture choices in an asynchronous team."
  },
  {
   "id": "eu-napster-product-engineer-napster-api",
   "company": "Napster Corp.",
   "title": "Product Engineer, Napster API",
   "url": "https://www.linkedin.com/jobs/view/4469766633/",
   "country": "eu",
   "tech": [
    "JavaScript"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Jump into customer and partner calls when a deal needs someone who knows how the product works",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Turn what you learn into a short, evidenced recommendation the product team can act on.",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "find out whether they hold up: prototype them, test them, measure them",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You read and write code, and you are at home in the browser",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Help the product team test releases and run the internal rollout before a general release.",
      "s": "weak"
     }
    ],
    "health": [
     {
      "q": "Build and run the evaluation suites behind model and prompt decisions",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Be the technical partner to engineering, sales and partnerships",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "You are autonomous in how you work and collaborative in what we pursue.",
      "s": "strong"
     }
    ]
   },
   "summary": "Product engineer supporting a voice and video agent API. Prototypes ideas, automates website-agent setup, builds templates for commerce and CMS platforms, supports customer integrations, and evaluates models to inform the product manager’s decisions."
  },
  {
   "id": "global-searchatlas-product-engineer-pm",
   "company": "Search Atlas",
   "title": "Product Engineer (PM)",
   "url": "https://careers.searchatlas.com/jobs/599248-product-engineer-pm",
   "country": "global",
   "tech": [
    "TypeScript",
    "JavaScript",
    "Python"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "problem": [
     {
      "q": "Write specs that start with the problem, not the solution",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Own the roadmap for your pod: define what gets built, kill low-leverage work",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "read the codebase, debug independently, and ship small things when it's faster than context-switching an engineer",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "kill low-leverage work, and protect your engineers' time and focus",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Close the feedback loop between customers, data, and product direction, and hold yourself accountable to the KPIs you define",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Own QA end-to-end: test plans, regression passes, release sign-off, and post-deploy monitoring",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Write specs that start with the problem, not the solution, and ship every brief with a clear success criterion",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "We'll probably give you more to own than you expected. That's on purpose.",
      "s": "weak"
     }
    ]
   },
   "summary": "Product-manager-style role at an AI marketing platform: owns a remote pod's roadmap, problem-first specs, QA and release sign-off, reads and occasionally writes code, and connects customer feedback and data to KPIs. Paid hourly."
  },
  {
   "id": "ie-albertbow-staff-product-engineer",
   "company": "Albert Bow (recruiting for an unnamed AI customer-experience startup)",
   "title": "Staff Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4463017198/",
   "country": "ie",
   "tech": [
    "React",
    "Next.js"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "You'll sit directly with customers, understand the reality of their problems",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Translate messy, real-world problems into clear and shippable solutions",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Balance immediate customer needs with long-term product scalability",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build modern React and Next.js interfaces that simplify complex AI workflows",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Use customer behaviour, product usage and performance metrics to guide decisions",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Set the direction for architecture, reliability and performance",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Work closely with Product, Design and GTM teams across Dublin and San Francisco",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "This isn’t a “work through tickets in the background” kind of role.",
      "s": "weak"
     }
    ]
   },
   "summary": "Staff engineer in Dublin, hired through a recruiter, for an AI startup that helps support teams scale while keeping a human touch. Leads EMEA technical direction, works directly with customers, and builds data pipelines and LLM systems."
  },
  {
   "id": "ie-fin-senior-product-engineer",
   "company": "Fin (Intercom, now part of Salesforce)",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4073255664/",
   "country": "ie",
   "tech": [
    "JavaScript",
    "Python",
    "Ruby"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "problem": [
     {
      "q": "someone who solves real customer problems through a smart and efficient application of your technical knowledge and your tools",
      "s": "weak"
     }
    ],
    "small": [
     {
      "q": "Ship a change to production on your first day and a feature in your first week.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "you will build both back-end and front-end systems",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "work closely with designers, product managers, researchers, and data analysts",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer on a multidisciplinary team at an AI customer-service agent company. Builds Ruby backend and frontend systems at large scale, from messenger features to rule matching and deliverability, shipping continuously and mentoring others."
  },
  {
   "id": "ie-kota-senior-product-engineer-pensions-and-spend",
   "company": "Kota",
   "title": "Senior Product Engineer - Pensions and Spend",
   "url": "https://www.linkedin.com/jobs/view/4469047605/",
   "country": "ie",
   "tech": [
    "TypeScript",
    "React"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Join client calls where it helps you understand or explain a problem",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "if a request from a client or lead doesn't match your own understanding of the problem, you say so rather than building to spec anyway",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "This is an autonomous role, you'll be trusted to make product calls, not just technical ones.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design and build the systems that power Kota's Investments products",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Contribute to code reviews and technical planning, and keep the systems you own stable and observable",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Customer proximity - you'll see the impact of what you build, and hear directly from the people using it",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer with a backend focus, building workplace pensions and employee spending tools. Owns architecture, provider and payroll integrations, contributions, compliance, card issuance and wallet provisioning, while working with customers to shape priorities."
  },
  {
   "id": "ie-ninedots-product-engineer",
   "company": "nineDots.io (recruiting for an unnamed TV and film company's new AI engineering team)",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4460742350/",
   "country": "ie",
   "tech": [
    "Next.js",
    "Python"
   ],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": true,
   "thin_text": true,
   "steps": {
    "problem": "",
    "decide": "weak",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "decide": [
     {
      "q": "there's genuine ownership over what gets built and how it gets built",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "you've built and owned real production systems",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "You can talk about the difficult parts: failures, scaling, reliability, cost and the trade-offs you made along the way.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "there’s genuine ownership over what gets built and how it gets built.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer, hired through a recruiter, for a new AI team at a large TV and film production group in Ireland. Builds tools that make huge archives of video, audio and scripts searchable and useful for filmmakers and production teams."
  },
  {
   "id": "nl-dash0-senior-product-engineer-darkplane-agentic-platform",
   "company": "Dash0",
   "title": "Senior Product Engineer (Darkplane, Agentic Platform)",
   "url": "https://www.linkedin.com/jobs/view/4467644015/",
   "country": "nl",
   "tech": [
    "TypeScript",
    "Node.js",
    "Go"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Make product calls. Talk to customers, understand how their teams adopt agentic workflows",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "understanding what customers actually need to adopt agentic development",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Shape the developer experience of agentic engineering: the workflows, feedback loops, and guardrails",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "use that plus a read on the business to decide what matters and what to cut",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build and evolve Darkplane, working primarily in TypeScript/Node.js, with Go across our control-plane and analytics services.",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "decide what matters and what to cut",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Co-own stability. Find technical risk early, and keep our own observability signals strong",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer at an OpenTelemetry-native observability company, on a platform that helps teams review, trust and safely merge AI-written code. Builds ingest, evaluation runtime and sandboxing in TypeScript and Go, talks to customers and makes product calls."
  },
  {
   "id": "nl-workwize-product-engineer-hybrid-amsterdam",
   "company": "Workwize",
   "title": "Product Engineer (Hybrid Amsterdam)",
   "url": "https://www.linkedin.com/jobs/view/4457335500/",
   "country": "nl",
   "tech": [],
   "regime": "A",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Working directly with customers, support, and the rest of the product team to find the highest-leverage thing to build next.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You can look at a half-formed request and see the job to be done",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "you have taste about what makes something good to use",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Making product calls, not just taking tickets. You'll decide what's worth building, what to cut",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Turning a problem into a working prototype fast, then hardening the ones that prove their worth into production features.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Using agents and AI tooling to design, build, test, and ship",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "what to cut, and what \"good enough to ship\" looks like",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Setting up the evaluation and monitoring that tells you whether what you shipped is actually working once it's live, then iterating.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "knowing exactly where to trust the output and where to check it yourself.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Working directly with customers, support, and the rest of the product team to find the highest-leverage thing to build next.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "If you don't have this yet, we'll teach you.",
      "s": "weak"
     }
    ]
   },
   "summary": "Early-career engineer building an IT equipment platform for distributed workforces. Uses AI agents to prototype and ship, decides priorities with customer input, validates generated work, and monitors production outcomes to guide further improvements."
  },
  {
   "id": "pt-adentis-ai-product-engineer",
   "company": "Adentis Portugal",
   "title": "AI Product Engineer (Python + GenAI + Cloud API Integrations)",
   "url": "https://www.linkedin.com/jobs/view/4444671262/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "JavaScript",
    "Python"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": true,
   "thin_text": true,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Python (FastAPI/Flask), JavaScript/TypeScript, integração de REST APIs.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer at an IT services firm working with AI process automation, custom agents and text or image processing. Uses Python, JavaScript or TypeScript, REST integrations and cloud execution services; requires at least three years of experience."
  },
  {
   "id": "pt-ashby-senior-software-engineer-product-engineering-eu",
   "company": "Ashby",
   "title": "Senior Software Engineer, Product Engineering - EU",
   "url": "https://www.linkedin.com/jobs/view/4437304446/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "This project involved talking to customers to understand their requirements, deciding what technologies to use, building a prototype",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Engineers take on the rest: they research the problem, write product specs, build wireframes, and implement their solution end-to-end.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You'll research competitors, write product specs, make wireframes, and more.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "you write product specs, make product and design decisions, and build in an almost-no-meeting culture",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "We combine this with research, prototyping, and written proposals to see around corners",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "At Ashby, all our engineers ship features end-to-end at a high pace.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "tools to allow Support to debug before Engineering, new lint rules to prevent common bugs",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You'll need to vet your decisions with the appropriate stakeholders, keep them up to date when necessary",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Minimal process with ownership over decisions normally made by product and design",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "I watched artists use what I built and decided what to tackle in the next iteration.",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior engineer at a fast-growing recruiting software company who owns a large part of one product and its projects end to end, doing competitor research, specs and wireframes as well as full-stack building, with very few meetings."
  },
  {
   "id": "pt-ashby-staff-software-engineer-product-engineering-eu",
   "company": "Ashby",
   "title": "Staff Software Engineer, Product Engineering - EU",
   "url": "https://www.linkedin.com/jobs/view/4437098930/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "This project involved talking to customers to understand their requirements, deciding what technologies to use, building a prototype",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Engineers take on the rest: they research the problem, write product specs, build wireframes, and implement their solution end-to-end.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You'll research competitors, write product specs, make wireframes, and more.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "you write product specs, make product and design decisions, and build in an almost-no-meeting culture",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "We combine this with research, prototyping, and written proposals to see around corners",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "At Ashby, all our engineers ship features end-to-end at a high pace.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "tools to allow Support to debug before Engineering, new lint rules to prevent common bugs",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You'll need to vet your decisions with the appropriate stakeholders, keep them up to date when necessary",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Minimal process with ownership over decisions normally made by product and design",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "I watched artists use what I built and decided what to tackle in the next iteration.",
      "s": "weak"
     }
    ]
   },
   "summary": "Staff engineer at a fast-growing recruiting and talent-management software company. Owns a large product area end to end: competitor research, specs, wireframes and full-stack delivery, plus reusable building blocks across the stack."
  },
  {
   "id": "pt-attio-product-engineer",
   "company": "Attio",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4413439827/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Node.js"
   ],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "problem": [
     {
      "q": "A track record of independent delivery, solving real customer or product problems as part of a team.",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "implement product features in our Node.js backend and React frontend",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "influence stakeholders across Engineering, Product and Design",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer building an AI CRM for go-to-market teams. Delivers features across Node.js and React, applying frontend or distributed-systems expertise to a data-intensive application, independently solving customer problems and collaborating on technical decisions."
  },
  {
   "id": "pt-attio-staff-product-engineer",
   "company": "Attio",
   "title": "Staff Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4393564638/",
   "country": "pt",
   "tech": [],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "You'll strive to understand our customers and users so you can deliver the experiences which are uniquely valuable to them.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You'll be curious to learn about how our product is used in the field",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "have an understanding of how to use data to ensure we're building the right thing",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You'll design and build software that creates delightful, groundbreaking user experiences.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Raise the bar on how we build and operate software.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "You’ll be curious to learn about how our product is used in the field",
      "s": "strong"
     }
    ]
   },
   "summary": "Staff engineer at an AI-native CRM company who provides technical leadership for a key engineering area, designs large parts of the infrastructure across teams, sets standards for building and operating software, and mentors and hires."
  },
  {
   "id": "pt-bounce-product-engineer-core",
   "company": "Bounce",
   "title": "Product Engineer, Core",
   "url": "https://www.linkedin.com/jobs/view/4468223482/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Ruby"
   ],
   "regime": "O",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "problem": [
     {
      "q": "you will take ownership of real-world customer problems",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Own initiatives that improve marketplace health across the end-to-end customer and partner journey (search → booking → post-booking → repeat).",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Write high-quality code for our mobile and web applications.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Keep the lights on for the core business: handle day-to-day maintenance, address operational issues quickly",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner closely with operational teams (Supply, Partner Success, Customer Support)",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Projects are usually scoped down to fit into one or two cycles.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer in Lisbon at a global luggage-storage marketplace, working on marketplace health across traveller and partner experiences: supply quality, support tooling and reliability of the core booking flow, plus consumer apps and growth work."
  },
  {
   "id": "pt-bounce-product-engineer-new-verticals",
   "company": "Bounce",
   "title": "Product Engineer, New Verticals",
   "url": "https://www.linkedin.com/jobs/view/4468231411/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Ruby"
   ],
   "regime": "O",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "problem": [
     {
      "q": "take ownership of real customer problems and turn them into simple, delightful experiences",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Own customer-facing flows end-to-end: onboarding, booking, post-booking",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "explore and validate new ventures, turning learnings into product direction quickly",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Build and iterate on new product experiences across mobile and web, from idea → prototype → production.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Contribute across the stack using Elixir, React Native/Expo, React, NextJS, and Typescript",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Comfortable working in ambiguity and iterating quickly based on feedback and results.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Proven ability to build maintainable, testable codebases (API design, unit/integration testing).",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "collaborating closely with Product, Design, and teams across the company",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Projects are usually scoped down to fit into one or two cycles.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer in Lisbon at a global luggage-storage marketplace, building new products beyond bag storage for travellers. Works on early-stage surfaces, experiments and new flows, owning features from concept to production with product and design."
  },
  {
   "id": "pt-datacamp-product-engineer",
   "company": "DataCamp",
   "title": "Product Engineer (body: Senior Product Engineer)",
   "url": "https://www.linkedin.com/jobs/view/4469179298/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "you understand your users, weigh data and feedback with good taste",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Use data, metrics, and user feedback to decide what to build next.",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "prototyping, measuring, and iterating in fast feedback loops rather than grinding through tickets",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You have 7+ years building software across the stack",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Own product or platform projects end-to-end — idea, build, release, measurement, iteration",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Own the services you ship and keep them scalable, reliable, and observable as they grow",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "partnering closely with Product, Design, and fellow engineers",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "You'll have a strong voice in what gets built and how",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer at an online data and AI learning platform who takes large, ambiguous projects from idea to release and measurement, shapes the technical direction of LLM-powered services and keeps them reliable, in an AI-native team."
  },
  {
   "id": "pt-dellent-generative-ai-product-engineer",
   "company": "Dellent",
   "title": "Generative AI Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4459190209/",
   "country": "pt",
   "tech": [
    "Python"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Engineer prompts, AI workflows and retrieval pipelines.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Monitor AI behaviour in production and contribute to AI observability.",
      "s": "strong"
     }
    ]
   },
   "summary": "Consultant placed by an IT consultancy on a healthcare-access project in Lisbon. Builds enterprise generative AI: prompts, retrieval pipelines, evaluation frameworks and validation datasets, and monitors model quality and behaviour in production."
  },
  {
   "id": "pt-devoteam-cyber-trust-product-engineer-security-platform",
   "company": "Devoteam | Cyber Trust",
   "title": "Product Engineer – Security Platform",
   "url": "https://www.linkedin.com/jobs/view/4437027356/",
   "country": "pt",
   "tech": [
    "React"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "problem": [
     {
      "q": "Develop features aligned with real pentesting team needs",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Hands-on experience in web development (backend and frontend)",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Ensure proper testing (unit and integration)",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Ability to work closely with operational teams",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer in a cybersecurity firm's offensive security team, developing the vulnerability management platform that consultants and clients use daily to run, manage and report penetration tests, using LLMs while checking generated code carefully."
  },
  {
   "id": "pt-doit-product-engineer-ai-finance-portugal",
   "company": "Doit (BJAK)",
   "title": "Product Engineer - AI Finance",
   "url": "https://jobs.ashbyhq.com/bjakcareer/3ab58391-9bd6-4e5c-a0a5-e53a3835b740",
   "country": "pt",
   "tech": [],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "",
    "learn": "strong"
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "This role is for builders who can understand users, define product direction",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Define user problems, product scope, success metrics, roadmap and launch plans.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Turn complex financial products into simple, usable customer journeys.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Use data, feedback, research and production issues to improve product decisions.",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "Strong product sense and ability to simplify complex workflows.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Launch features, monitor performance and drive iterations.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Work with engineering, design, data, operations, compliance and business teams.",
      "s": "strong"
     }
    ]
   },
   "summary": "Product-leaning role at a Southeast Asian insurance and fintech company building AI finance tools. Owns a product area such as insurance, payments, savings or travel: defines problems, scope, metrics and roadmap, launches with cross-functional teams and iterates after release."
  },
  {
   "id": "pt-dojo-ai-product-engineer",
   "company": "DOJO AI",
   "title": "Product Engineer (all levels) — DOJO AI",
   "url": "https://www.dojoai.com/jobs/product-engineer",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Python"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "talk to users and turn what you learn into better product decisions",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Start from the problem, not the ticket - understand the customer, the business goal, and the \"why\" behind the work",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "you want to understand how DOJO makes money and how marketers actually work",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Make sharp product calls where the spec runs out",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Move fast - prototype quickly, validate in production",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Ship features end-to-end across the whole stack - the interface, the service, the data, and the AI in between",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "filling the gaps where specs run out, learning from real usage, and iterating fast",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "raise the bar as the team grows - through code review, pragmatic architecture",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner closely with founders, product, design, and our backend and AI engineers",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Founders and product set the direction;",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer at any level at a seed-stage AI marketing platform built on multi-agent systems and a real-time data layer. Picks up fuzzy customer problems and delivers the whole slice end to end: React interface, Python service, data and AI."
  },
  {
   "id": "pt-insparya-senior-product-engineer",
   "company": "Insparya Hair Company",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4465075999/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Next.js",
    "Node.js"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "weak",
    "build": "strong",
    "learn": "weak"
   },
   "n": 3,
   "ns": 1,
   "practices": {
    "decide": [
     {
      "q": "Product sensibility - able to contribute to what gets built, not only how.",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Maintain and develop web back offices supporting our systems.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Implement crash reporting, analytics and monitoring, and act on what they show.",
      "s": "weak"
     }
    ],
    "health": [
     {
      "q": "Support production services as part of a shared team rotation.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Strong communication skills, including near non-technical stakeholders.",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior engineer at an international hair-health clinic group who owns the React Native apps for patients and referral partners plus their web back offices: converging architecture and authentication, a shared design system, app-store releases, monitoring and on-call."
  },
  {
   "id": "pt-intapp-software-engineer-ai-first",
   "company": "Intapp",
   "title": "Software Engineer (AI-First)",
   "url": "https://www.linkedin.com/jobs/view/4461647200/",
   "country": "pt",
   "tech": [],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Own delivery of features end to end, focused on the outcome — not just shipping",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Set the quality bar for AI-generated code on your team",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner with product managers, designers, DevOps and QA to turn intent into shipped software.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "we trust people to manage their own time and judge their own output.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer with two to five years' experience in a professional-services software company's Lisbon centre, building the internal AI-first development platform (AI tools, managed agents, shared traceability) that changes how its engineers plan, design, build and ship."
  },
  {
   "id": "pt-ispeedtolead-senior-ai-product-engineer",
   "company": "iSpeedToLead",
   "title": "Senior AI Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4469815066/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "Python"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Discover high-value product and operational problems by working directly with users, business owners, and internal teams",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You take a valuable but unclear business problem — improve lead quality, cut refunds, automate a manual workflow, extract intelligence from calls",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "you clarify goals, make tradeoffs, and connect every technical decision to a business KPI",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "released one useful, low-risk improvement in production",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design and ship customer-facing AI features and internal automations across lead quality, matching, prediction, call intelligence, CRM, support, and operations.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "investigate, define success, design, build, deploy, and improve on real usage data",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Production automation experience: webhooks, events, queues, schedules, retries, idempotency, monitoring, and failure recovery",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "working directly with users, business owners, and internal teams",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Real decision-making power and direct ownership of your outcomes.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer acting as a one-person AI product team for a US lead marketplace. Turns unclear business problems such as lead quality, refunds, manual workflows or call analysis into production AI systems, from investigation to improvement on usage data."
  },
  {
   "id": "pt-localstack-senior-product-engineer-gcp",
   "company": "LocalStack",
   "title": "Senior Product Engineer (GCP)",
   "url": "https://www.linkedin.com/jobs/view/4470604856/",
   "country": "pt",
   "tech": [
    "Python",
    "Go",
    "Rust"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "connecting directly with users and driving evidence based changes",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Scale MVP of the GCP emulator product into a GA ready product, owning full roadmap of the GCP emulator",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Independently operate the agentic production line for GCP product",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Instrument, measure and iterate on adoption",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Deep knowledge in containerization (Docker, Kubernetes) and distribution mechanics: single binary packaging, cross platform builds, licensing / entitlement gating, telemetry instrumentation.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Work closely with GTM team to integrate GCP emulator into a wider product suite offering",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer at a local cloud-emulation startup who owns the roadmap for its Google Cloud emulator and takes it from MVP to general availability, running an agent-based build process, measuring adoption with users and working with sales."
  },
  {
   "id": "pt-loopos-product-engineer",
   "company": "LoopOS",
   "title": "Product Engineer (body: AI-Native Product Engineer)",
   "url": "https://www.linkedin.com/jobs/view/4467214399/",
   "country": "pt",
   "tech": [
    "React",
    "Ruby",
    "Rails"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Work directly with clients to understand their needs",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "translate business problems into clear product requirements and decisions",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "from understanding client needs and defining the right solution to building, shipping and improving it in production",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Prototype quickly when it helps validate assumptions or explore potential solutions.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build and ship functionality across the backend and frontend.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "monitor how solutions perform in real environments and improve them based on client and product feedback",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Use AI-native workflows to accelerate development while maintaining strong standards for quality, testing and engineering judgement.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Collaborate closely with Product Engineers, the CTO, QA, UX/UI Engineering and the Product Owner.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "supported by shared QA, UX/UI Engineering and a Product Owner.",
      "s": "strong"
     }
    ]
   },
   "summary": "Product engineer building a new AI-first circular-economy ERP for retailers. Combines client discovery, product decisions and full-stack delivery, owning production outcomes. Open to mid-level and senior engineers, plus exceptional juniors already building with AI."
  },
  {
   "id": "pt-pipekit-oss-product-engineer",
   "company": "Pipekit",
   "title": "OSS & Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4462856192/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Python",
    "Go",
    "Rust"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Engage with the community: Talk to customers, collaborate with OSS contributors",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Help shape our roadmap, identify user pain points, and ship critical features.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Build and shape our enterprise product with a premium developer experience at its core.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Turn ideas into features: Help shape our roadmap",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Maintain and evolve Argo Workflows and Argo Events, managing both PRs and major architectural decisions.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "be part of an on-call rotation (mostly during working hours)",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Passion for building production-grade systems and working cross-functionally",
      "s": "weak"
     }
    ]
   },
   "summary": "Engineer maintaining Argo Workflows and Argo Events while building an enterprise control plane for Kubernetes workflows. Makes architecture decisions, shapes the roadmap with customers and contributors, ships features and participates in operational support."
  },
  {
   "id": "pt-qonto-senior-product-engineer-ios",
   "company": "Qonto",
   "title": "Senior Product Engineer - iOS/Swift",
   "url": "https://www.linkedin.com/jobs/view/4461250895/",
   "country": "pt",
   "tech": [],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Work on critical architectural and UI features that will directly impact our end users.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "implementing continuous refactoring and unit testing to consistently enhance the codebase",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Work closely with back-end teams, designers, and product managers to create a unified vision.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Our org assigns one team lead per project across stacks, giving your team a clear mission and full autonomy on how it operates;",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior iOS engineer at a European business-banking and finance platform for small companies. Builds architectural and UI features in the mobile app used by hundreds of thousands of businesses, working with backend teams, designers and product managers."
  },
  {
   "id": "pt-salsify-junior-ai-augmented-product-engineer",
   "company": "Salsify",
   "title": "Junior AI-Augmented Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4453746830/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "user": [
     {
      "q": "Lead or support requirements discovery (via calls, async docs, team meetings) to capture needs, edge cases, success metrics, and constraints.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "gathering and clarifying go-to-market business needs, framing problems",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "orchestrating AI-assisted changes through structured workflows",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Run and troubleshoot automated quality checks (type checking, linting, tests)",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Support alignment with engineering, product, and go-to-market stakeholders across regions.",
      "s": "strong"
     }
    ]
   },
   "summary": "Junior product engineer developing internal AI tools for go-to-market teams. Works with a platform owner to clarify needs, specify behaviour, coordinate AI-assisted implementation, review architecture and verify changes through automated checks and acceptance criteria."
  },
  {
   "id": "pt-sosafe-senior-product-engineer-ts-node",
   "company": "SoSafe",
   "title": "Senior Product Engineer (TypeScript, Node)",
   "url": "https://www.linkedin.com/jobs/view/4419936471/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Node"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Develop, monitor and maintain scalable and reliable fullstack software systems using Typescript (React, Node) in an AWS environment",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "You know how to use monitoring tools such as Sentry, Datadog and Grafana",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Work closely with the platform and the frontend team to ensure seamless integrations",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer on a cybersecurity simulation team. Builds and operates TypeScript systems with React, Node and AWS, contributes to architecture, coordinates integrations with platform and frontend teams, and coaches less experienced developers."
  },
  {
   "id": "pt-theflex-senior-fullstack-product-engineer",
   "company": "The Flex (Base360.ai)",
   "title": "Senior Full-Stack Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4470919733/",
   "country": "pt",
   "tech": [
    "TypeScript",
    "React",
    "Python"
   ],
   "regime": "R",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Work directly with property managers and internal teams to understand their workflows",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "turn real customer problems into intuitive, reliable software",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "understand their workflows, identify friction, and decide which problems are worth solving",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Help decide what to build, how it should work, and how to measure its success.",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Take features from idea and prototype through frontend, backend, integrations, testing, and deployment.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "The ability to work across frontend and backend systems",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Use customer feedback, product usage, and operational results to evaluate what you ship.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Make sound technical decisions that balance delivery speed, maintainability, security, and reliability as more operators and properties join the platform.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You'll work closely with founders, designers, and operators to identify what matters",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "with direct access to The Flex’s operations to test ideas and see their impact.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer at an AI operations platform for short-term rental managers, born inside a rental operator. Works with property managers to find friction and builds features, dashboards, automations and integrations end to end."
  },
  {
   "id": "uk-9fin-senior-product-engineer",
   "company": "9fin",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4442615787/",
   "country": "uk",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Python"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "user": [
     {
      "q": "delivering new service functionality - including APIs, data processing and automation - while collaborating with Product and Clients",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "A strong product mindset with an eye for user experience, working closely with designers and product managers to craft intuitive, polished interfaces.",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "lead projects by defining and designing systems, building proof of concepts",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Comfortable moving between frontend and backend work",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "running code reviews, mentoring other developers",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Cross functional teams are formed for all projects including the appropriate domain expertise from 9fin financial, legal and editorial colleagues.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "This allows the best quality information and feedback to go directly to engineering project teams.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior backend-focused engineer at an AI and data platform for debt-market professionals. Leads projects from system design and proofs of concept to new APIs, data processing and automation, reviews code, mentors and explores new technologies."
  },
  {
   "id": "uk-coform-senior-product-engineer",
   "company": "Coform (product: Focal)",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4470461564/",
   "country": "uk",
   "tech": [
    "TypeScript",
    "React",
    "Next.js",
    "Nest.js"
   ],
   "regime": "H",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "user": [
     {
      "q": "Be part of customer standups and discovery - most product decisions here start with a conversation, not a ticket",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You enjoy diving into problems and understanding it from all angles.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Ship product end-to-end - data model, backend, interface, follow-through - weekly",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Help define what done means - reliability, testing, observability",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer joining a two-engineer team building an AI workspace for sales and forward-deployed engineers. Delivers full-stack features, extraction and LLM systems, joins customer discovery, and establishes testing and operational standards."
  },
  {
   "id": "uk-jackandjill-product-engineer-infact",
   "company": "infact.io (posted by Jack & Jill, an AI recruiter)",
   "title": "Product Engineer at infact",
   "url": "https://www.linkedin.com/jobs/view/4460092807/",
   "country": "uk",
   "tech": [
    "Go"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": true,
   "thin_text": true,
   "steps": {
    "problem": "",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "decide": [
     {
      "q": "prioritizing user outcomes over simple ticket completion and pushing back on designs that do not solve core problems",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "you will build and operate Go microservices powering real-time B2B APIs on AWS",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Develop, test, and maintain mission-critical Go microservices",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Enjoy true ownership and mentorship from a senior team with deep pedigree at top-tier organizations like Microsoft, PayPal, Visa, and NatWest.",
      "s": "strong"
     }
    ]
   },
   "summary": "Early-career engineer, hired through an AI recruiting service, at a London real-time credit bureau startup. Builds and runs Go microservices behind real-time B2B credit-data APIs on AWS, owning features from design to production and reporting to the CTO."
  },
  {
   "id": "uk-junction-product-engineer",
   "company": "Junction",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4415923504/",
   "country": "uk",
   "tech": [
    "TypeScript",
    "Next.js",
    "Python",
    "Go"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "we need you to be customer obsessed, asking thought-provoking questions and digging into product usage",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Ask sharp questions to take a problem from \"rough idea\" to shipped software",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Focus on how people actually use the product, not just code elegance",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Startup engineering experience where you influenced what to build, not just how to build it.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You'll design and build new functionality end-to-end across frontend and backend.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "ship, learn from real usage, and refine to make the experience better each time.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer building diagnostic-healthcare APIs and customer dashboards for lab testing and wearables. Works directly with customers, develops features across frontend and backend, investigates patient costs, and iterates using feedback and usage data."
  },
  {
   "id": "uk-wave-mobile-money-product-engineer",
   "company": "Wave Mobile Money",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4471450169/",
   "country": "uk",
   "tech": [
    "TypeScript",
    "React",
    "Python"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "user": [
     {
      "q": "to helping the customer support team resolve problems",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You'll own every step of the process: from understanding the problem to shipping your solution to users",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "So we write small PRs. We aim for MVPs.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "We expect all engineers to be willing to work across the entire stack, including mobile.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "from understanding the problem to monitoring your solution in production",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You'll join an autonomous, cross-functional team focused on a single area of Wave's product.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "We organize projects to give you as much ownership as possible.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer building mobile-money services across African markets. Owns payment features from problem discovery through deployment, monitoring and support, working across backend, web and mobile within a team led jointly by product and engineering."
  },
  {
   "id": "us-activeprospect-senior-fullstack-product-engineer",
   "company": "ActiveProspect",
   "title": "Senior Full Stack Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4468811322/",
   "country": "us",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Python",
    "Node.js"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Stay close to customers. Shadow sales and support, join advisory conversations, and let customer reality drive technical decisions.",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Frame the problem, design it, ship it, own the metric.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "you turn wireframes, mockups, and ambiguous requirements into intuitive, accessible, user-centric journeys",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Propose what to build, defer, and kill",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Prototype in days",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "ship the outcome across the full stack (React on the frontend, Node.js and Python services on AWS)",
      "s": "strong"
     }
    ],
    "simplify": [
     {
      "q": "Descope to the cheapest version that works.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Success looks like movement in a user or business metric you/your team owns",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "including on-call for the systems you own",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Shadow sales and support, join advisory conversations, and let customer reality drive technical decisions.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "owning technical direction while the EM owns delivery health and stakeholder alignment across the group.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer at a consent-based marketing platform, moving between teams to solve customer problems. Often acts as technical lead, owns delivery and operational reliability, mentors colleagues and shares reusable practices across the organisation."
  },
  {
   "id": "us-artie-product-engineer",
   "company": "Artie",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4461656344/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Go"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "weak",
    "build": "strong",
    "learn": ""
   },
   "n": 3,
   "ns": 2,
   "practices": {
    "user": [
     {
      "q": "Talking to customers (who are technical and have an engineering background)",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "to streamline their workflows and improve the UX of our product",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "play a vital part in shaping the future of our product",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Building new features into our product such as column exclusion, encryption, schema change alerts and more",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Improving our internal tooling and build automation",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer at a small San Francisco startup offering real-time data replication between production systems. Talks with technical customers to improve their workflows and the product's UX, builds features like column exclusion and schema alerts, and improves internal tooling."
  },
  {
   "id": "us-blacksmith-senior-product-engineer",
   "company": "Blacksmith",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4470231438/",
   "country": "us",
   "tech": [
    "React"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "small": [
     {
      "q": "Prototype and iterate rapidly on AI-powered features",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "own the full stack from prompt design to backend service to UI",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "aren’t afraid to go deep on browser performance, rendering bottlenecks, or complex component architecture.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Work closely with design to ship polished, high-performance product surfaces",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer at a fast CI infrastructure company running its own bare-metal fleet. Works on a background coding agent, tools for diagnosing flaky CI jobs, and polished analytics surfaces, prototyping AI features with design and owning the full stack."
  },
  {
   "id": "us-carnabyfox-ai-product-engineer-forward-deployed",
   "company": "Carnaby Fox (recruiting for a YC-backed Voice AI startup)",
   "title": "AI Product Engineer / Forward Deployed Engineer (FDE)",
   "url": "https://www.linkedin.com/jobs/view/4465494081/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Next.js",
    "Python",
    "Node.js"
   ],
   "regime": "R",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "weak",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Work directly with enterprise customers and technical stakeholders to understand their challenges",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "Like talking to customers and understanding their pain points",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Opportunity to influence the product roadmap",
      "s": "weak"
     }
    ],
    "small": [
     {
      "q": "Rapidly prototype solutions and productize what works",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build across both frontend and backend",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "engineering, product, and customer success.",
      "s": "weak"
     }
    ],
    "conditions": [
     {
      "q": "High ownership and autonomy",
      "s": "weak"
     }
    ],
    "learn": [
     {
      "q": "Own features from discovery → prototype → development → launch → iteration",
      "s": "strong"
     }
    ]
   },
   "summary": "Early-career engineer, hired through a recruiter, for a voice-agent testing and observability startup. Splits time roughly equally between customer engagement and coding, delivering full-stack solutions, supporting proofs of concept and converting customer work into reusable platform features."
  },
  {
   "id": "us-console-product-engineer",
   "company": "Console",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4395487047/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "journey": [
     {
      "q": "Define how users interact with and manage workflows, from initiation to completion",
      "s": "weak"
     }
    ],
    "decide": [
     {
      "q": "You'll have room to be creative, own projects end-to-end, and shape both the platform and the product vision.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Comfort working across the stack (TypeScript / Node.js / React)",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Create feedback loops in the product so workflows improve from real usage",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Handle messy, real-world inputs and ensure systems behave consistently",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Turn ambiguous ideas into shipped features with product and leadership",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "You'll have room to be creative, own projects end-to-end, and shape both the platform and the product vision.",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer at a startup whose AI agents resolve internal IT, HR, legal and finance requests from Slack or Teams. Designs the workflow building blocks and user interactions that turn agent capabilities into reliable work, with feedback loops from real usage."
  },
  {
   "id": "us-conveo-senior-product-engineer",
   "company": "Conveo",
   "title": "Senior Product Engineer ($220k-$300k + Equity) - NYC",
   "url": "https://www.linkedin.com/jobs/view/4458328221/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Node.js"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "You join customer calls (about once a week), form a clear point of view on what to build",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "This is someone who starts with the user's problem, not a spec",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "We need a Senior Product Engineer who works backwards from the experience.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "translate feedback into scoped product decisions, and follow through",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "you ship complete, polished features end to end",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "You use AI to reason, build, review, and test at every stage",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "There are no product managers, no designer handoffs, no tickets waiting for someone else to prioritise.",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "There are no product managers, no designer handoffs, no tickets waiting for someone else to prioritise.",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior full-stack engineer at a fast-growing AI research platform whose video interviewer runs consumer and B2B research for large brands. With no product managers or designers in between, starts from user problems and shapes product direction."
  },
  {
   "id": "us-drata-senior-product-engineer-evidence",
   "company": "Drata",
   "title": "Senior Product Engineer 2, Evidence",
   "url": "https://www.linkedin.com/jobs/view/4421327010/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Python",
    "Node.js"
   ],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "weak",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "journey": [
     {
      "q": "Advocate for the user's perspective in technical decisions; surface where model outputs break down in practice and iterate the product layer accordingly",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Influence the roadmap through your proximity to both the customer experience and the AI capability layer",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Build AI-powered product features end-to-end — React/TypeScript UI through Node.js/Python backend",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Instrument AI features with product-level observability — latency, engagement, task completion, drop-off",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "alongside integration and end-to-end tests that validate behavior across the full stack",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You'll partner closely with Platform Engineers, Product and Design",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior engineer building AI experiences for compliance evidence across frontend and backend. Develops streaming chat, agent workflows, summaries and guided automation, incorporating human oversight, user feedback and production metrics with product, design and AI engineers."
  },
  {
   "id": "us-fireworksai-ai-product-engineer-nexus",
   "company": "Fireworks AI",
   "title": "AI Product Engineer - Nexus (Member of Technical Staff)",
   "url": "https://www.linkedin.com/jobs/view/4456413140/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Python",
    "Go"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "problem": [
     {
      "q": "from understanding the problem, to designing the solution, to shipping it, to watching how developers actually use it",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Instrument everything you build and let the data tell you where the friction is — then remove it.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Work across the full stack, frontend (React/TypeScript), backend services (Python, Go), APIs, and data layers",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "scoping the problem, building it, shipping it, instrumenting it, and iterating on real usage",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "improve the caching and infra paths that turn that into material cost savings.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner closely with Infrastructure, Applied Research, Growth, Data, and Design",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "This is a high-autonomy IC role on a small team",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "you ship fast, make pragmatic trade-offs, and don't wait to be told what to build.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack Member of Technical Staff building AI routing, integrations, cost controls, inference APIs and developer tools. Routes routine requests to open models while retaining existing providers for harder tasks; owns delivery and iteration across the platform."
  },
  {
   "id": "us-fun-product-engineer",
   "company": "Fun",
   "title": "Product Engineer (Mid, Senior, Staff)",
   "url": "https://www.linkedin.com/jobs/view/4470242787/",
   "country": "us",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "weak",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "journey": [
     {
      "q": "Attention to detail in both product design and user interaction",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Strong understanding of full-stack development, including React and backend APIs",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "collaborate closely with protocol, backend, and business teams to solve complex challenges",
      "s": "strong"
     }
    ]
   },
   "summary": "Mid to staff-level full-stack engineer at a crypto payments infrastructure company. Designs and scales the SDK behind a checkout and deposit flow that works across traditional and blockchain environments, with protocol, backend and business teams."
  },
  {
   "id": "us-furtherai-staff-product-engineer",
   "company": "FurtherAI",
   "title": "Staff Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4453516163/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Python"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 3,
   "ns": 3,
   "practices": {
    "journey": [
     {
      "q": "You'd design what it even means to supervise an agent mid-flight.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "engineers have an outsized say on product direction",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Own features end to end, idea to shipped, across the stack (React/TypeScript front end, Python back end).",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Set the quality and taste bar, and mentor.",
      "s": "weak"
     }
    ],
    "conditions": [
     {
      "q": "engineers have an outsized say on product direction.",
      "s": "strong"
     }
    ]
   },
   "summary": "Staff engineer building interfaces for insurance AI agents across React and Python. Owns authoring tools, assistants that read documents and act, human supervision and multimodal workflows, while setting quality standards and mentoring engineers."
  },
  {
   "id": "us-gcai-mts-product-engineering",
   "company": "GC AI",
   "title": "Member of Technical Staff, Product Engineering",
   "url": "https://www.linkedin.com/jobs/view/4421842946/",
   "country": "us",
   "tech": [
    "TypeScript",
    "JavaScript",
    "React",
    "Node.js"
   ],
   "regime": "A",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "weak",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 1,
   "practices": {
    "decide": [
     {
      "q": "Turn customer feedback into shippable specs and ship quickly",
      "s": "weak"
     }
    ],
    "build": [
     {
      "q": "Design and implement full-stack features that blend elegant UX with robust backend systems.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Raise the reliability bar (observability, testing, fallbacks)",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Turn customer feedback into shippable specs",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "Your decisions shape the product, your impact is immediate, and you own your work from day one.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer at a legal AI platform for in-house legal teams, working with the founders. Owns the everyday drafting, review and advice features of the product, turns customer feedback into specs, shapes architecture and raises reliability."
  },
  {
   "id": "us-harper-product-engineer",
   "company": "Harper",
   "title": "Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4461713572/",
   "country": "us",
   "tech": [
    "TypeScript",
    "Python"
   ],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "weak",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Embed with operators — Sit with sales, service, and underwriting; find what's broken before they tell you",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "find where things break, and build the AI-powered solution before anyone else notices the problem",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "build AI capabilities against business problems you discover yourself",
      "s": "weak"
     }
    ],
    "small": [
     {
      "q": "Prototype Monday, ship Tuesday, measure Wednesday. If it works, push to production. If not, try something else.",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Ship AI-powered features end-to-end — Frontend, backend, agents, and evals",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Prove impact — Set up metrics, track results, present what worked to the company",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Ship AI-powered features end-to-end — Frontend, backend, agents, and evals; you own the whole thing, not a slice",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Sit with sales, service, and underwriting; find what's broken before they tell you",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "You work directly with founders. No committee. No approval chain.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack AI engineer, open to all levels, building commercial-insurance systems. Works with sales, service and underwriting teams to identify problems, ships features with the founders, and measures outcomes; level is determined during interviews."
  },
  {
   "id": "us-lightningai-product-engineer",
   "company": "Lightning AI",
   "title": "Product Engineer (body: Fullstack Engineer)",
   "url": "https://www.linkedin.com/jobs/view/4415954231/",
   "country": "us",
   "tech": [
    "React",
    "Python",
    "Golang",
    "Go"
   ],
   "regime": "H",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "",
    "decide": "",
    "build": "strong",
    "learn": ""
   },
   "n": 1,
   "ns": 1,
   "practices": {
    "build": [
     {
      "q": "Write readable/testable/efficient code in React and either Python or Go (Golang).",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Maintain high standards for software quality, implement automation, drive continuous delivery",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner with engineering and product leaders on developing the Lightning product",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer building an AI development and compute platform spanning frontend, CLI, APIs and backend. Owns features for machine learning workloads, shapes technical architecture, improves reliability and delivery processes, and mentors engineers."
  },
  {
   "id": "us-livekit-senior-product-engineer",
   "company": "LiveKit",
   "title": "Senior Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4451916668/",
   "country": "us",
   "tech": [
    "TypeScript",
    "Go"
   ],
   "regime": "A",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "user": [
     {
      "q": "Engage directly with developers and customers to understand how they're building with LiveKit and where the rough edges are",
      "s": "strong"
     }
    ],
    "problem": [
     {
      "q": "You can take a vague problem, frame it, and start shipping.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "You think about the shape of the experience, not just the correctness of the code.",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Contribute to technical and product decisions that shape what we build next",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "Move quickly from prototype to production, iterating on real usage rather than guesses",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Build and ship core product surfaces end to end, primarily on the web and in our CLI",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "you continuously measure, seek feedback, and iterate to maximize your impact",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Experience working with and operating production distributed systems (Kubernetes-based deployments, analytics/telemetry, and observability) at scale",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior engineer at a real-time voice and AI agent infrastructure company, building the web dashboards, CLI, observability and debugging tools developers use to ship agents, in TypeScript and Go, guided by customer use cases and feedback."
  },
  {
   "id": "us-openai-product-engineer-fullstack-agents",
   "company": "OpenAI",
   "title": "Product Engineer, Full Stack - Agents",
   "url": "https://www.linkedin.com/jobs/view/4454239781/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Python",
    "Go",
    "Rust"
   ],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "problem": [
     {
      "q": "comfort taking ambiguous customer problems from concept through implementation, launch, and iteration",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Use customer feedback, product insight, and rapid iteration to identify high-value workflows",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Design, build, and ship full stack product experiences",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "rapid iteration to identify high-value workflows and improve how AI coworkers deliver useful results",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Build trust into the product through clear user controls, understandable agent behavior, safe execution, and reliable operational foundations.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Partner with product, design, research, and engineering teams to turn shared capabilities into cohesive products.",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Create intuitive frontend interfaces for directing agents, reviewing their progress, understanding their actions, and collaborating on the work they produce.",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack engineer on a team building persistent AI coworker agents at a major AI lab. Builds interfaces for directing and reviewing agents and the backend for agent state, async execution and orchestration, with design and research partners."
  },
  {
   "id": "us-radar-senior-staff-product-engineer",
   "company": "Radar",
   "title": "Senior / Staff Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4290145549/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Next.js",
    "Node.js",
    "Rust"
   ],
   "regime": "A",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "Talk to Radar customers and prospects, hear their feedback, incorporate it into your work and make them successful",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "Engineers figure out what to build, talk to customers, talk to prospects, help close them",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Work on full-stack features across the backend, frontend and mobile",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Most engineers are in the on-call rotation.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "Our Customer Success, Sales Engineering, and Sales teams",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "All projects are run by an Engineering lead, an executive and a Go-to-Market lead.",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Engineers figure out what to build, talk to customers, talk to prospects, help close them, get them live and make them successful.",
      "s": "weak"
     }
    ]
   },
   "summary": "Senior or staff engineer at a geolocation platform (geofencing SDKs, maps APIs) handling about a billion API calls a day. Ships features across backend, frontend, mobile or data, with an emphasis on speed and customer conversations."
  },
  {
   "id": "us-sftensor-mts-product-engineering",
   "company": "SF Tensor",
   "title": "Member of Technical Staff, Product Engineering",
   "url": "https://www.linkedin.com/jobs/view/4459727329/",
   "country": "us",
   "tech": [],
   "regime": "O",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "weak"
   },
   "n": 4,
   "ns": 3,
   "practices": {
    "user": [
     {
      "q": "You'll work directly with our forward-deployed researcher and our own training team. They're your users",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "making sure the software doesn't just work, but the experience feels right",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "You'll make smart product tradeoffs with little hand-holding",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "You'll build clean, fast and polished web interfaces with NextJS that feel almost native",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "they sit next to you and their feedback loop is measured in minutes",
      "s": "weak"
     }
    ],
    "health": [
     {
      "q": "you can build APIs and troubleshoot production issues",
      "s": "strong"
     }
    ]
   },
   "summary": "Engineer at a GPU compiler and compute startup who owns its research platform end to end: the interfaces and services that let researchers launch, track and reproduce training runs across clouds and chips, with users close by."
  },
  {
   "id": "us-togetherai-senior-product-engineer",
   "company": "Together AI",
   "title": "Senior Product Engineer (Commerce)",
   "url": "https://www.linkedin.com/jobs/view/4435295561/",
   "country": "us",
   "tech": [
    "TypeScript",
    "React",
    "Next.js"
   ],
   "regime": "N",
   "salary_disclosed": true,
   "summary_ad": false,
   "thin_text": false,
   "steps": {
    "problem": "strong",
    "decide": "strong",
    "build": "strong",
    "learn": "strong"
   },
   "n": 4,
   "ns": 4,
   "practices": {
    "problem": [
     {
      "q": "turn recurring customer issues into clear opportunities for the team to improve",
      "s": "strong"
     }
    ],
    "journey": [
     {
      "q": "Champion the customer experience across commerce surfaces: notice friction, identify product and UX gaps",
      "s": "strong"
     }
    ],
    "small": [
     {
      "q": "breaking ambiguous work into clear increments, shipping useful improvements quickly",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Strong React fundamentals in production, including complex, stateful UIs that users depend on",
      "s": "strong"
     }
    ],
    "learn": [
     {
      "q": "Instrument, measure, and verify the success of your own features using data-driven metrics and signals including product analytics",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Strong observability habits: you instrument what you ship, monitor whether it works, and use data to guide follow-up improvements",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "You will work alongside dedicated product, design, and backend engineers partners",
      "s": "strong"
     }
    ],
    "decide": [
     {
      "q": "turn recurring customer issues into clear opportunities for the team to improve",
      "s": "strong"
     }
    ]
   },
   "summary": "Senior frontend-focused engineer at an AI cloud company, embedded with the commerce team. Owns the UI for enterprise spend controls, usage-based pricing and metering dashboards, payment methods and contracts, instrumenting what ships and iterating on data."
  },
  {
   "id": "us-trustinsoda-ai-product-engineer",
   "company": "Trust In SODA (recruiting for an unnamed AI gateway company)",
   "title": "AI Product Engineer",
   "url": "https://www.linkedin.com/jobs/view/4464681009/",
   "country": "us",
   "tech": [
    "Python"
   ],
   "regime": "N",
   "salary_disclosed": false,
   "summary_ad": true,
   "thin_text": true,
   "steps": {
    "problem": "",
    "decide": "strong",
    "build": "strong",
    "learn": ""
   },
   "n": 2,
   "ns": 2,
   "practices": {
    "decide": [
     {
      "q": "engineers own product decisions in close collaboration with the founders",
      "s": "strong"
     }
    ],
    "build": [
     {
      "q": "Take full ownership of product features, from ideation and design to implementation, testing, and deployment.",
      "s": "strong"
     }
    ],
    "health": [
     {
      "q": "Take full ownership of product features, from ideation and design to implementation, testing, and deployment.",
      "s": "strong"
     }
    ],
    "collaborate": [
     {
      "q": "engineers own product decisions in close collaboration with the founders",
      "s": "strong"
     }
    ],
    "conditions": [
     {
      "q": "This company do not have any PMs within the business, so engineers own product decisions in close collaboration with the founders",
      "s": "strong"
     }
    ]
   },
   "summary": "Full-stack Python engineer, hired through a recruiter, for an AI gateway company that offers one API across many LLM providers. With no product managers, engineers own product decisions with the founders; this hire leads a second flagship product."
  }
 ],
 "summaries": 77,
 "assessments": {
  "codebook_version": "v4",
  "prepared_by": "Codex",
  "prepared_on": "2026-11-05",
  "rules": {
   "user": {
    "summary": "Direct contact with the people who use the product: talk to them, observe their work or support them.",
    "exclusion": "Working with colleagues only as teammates does not establish contact with users.",
    "rule_ids": [
     "USR-C01",
     "USR-B01"
    ]
   },
   "problem": {
    "summary": "Understand or define the user's problem before choosing a solution.",
    "exclusion": "Generic problem-solving or debugging is not evidence of understanding a user problem.",
    "rule_ids": [
     "PRB-C01",
     "PRB-B01"
    ]
   },
   "journey": {
    "summary": "Shape how people move through and experience the product, including user flows and where they get stuck.",
    "exclusion": "Building screens alone does not establish this responsibility. Measuring experience after launch is counted under Learn.",
    "rule_ids": [
     "JOU-C01",
     "JOU-B01",
     "JOU-B02",
     "LRN-B02"
    ]
   },
   "decide": {
    "summary": "Choose what is worth building: prioritise, shape the roadmap, scope work or make product decisions.",
    "exclusion": "Architecture choices alone, or executing a plan already set by someone else, do not establish this practice.",
    "rule_ids": [
     "DEC-C01",
     "DEC-B01"
    ]
   },
   "build": {
    "summary": "Write software across the necessary layers and take a working product to production.",
    "exclusion": "A role without engineering does not count as Build.",
    "rule_ids": [
     "BLD-C01",
     "BLD-B01"
    ]
   },
   "small": {
    "summary": "Prototype, explore alternatives or deliver small increments before committing to a larger solution.",
    "exclusion": "Speed alone is at most weak evidence; it does not establish explicit small increments or exploration.",
    "rule_ids": [
     "SML-C01",
     "SML-B01"
    ]
   },
   "simplify": {
    "summary": "Cut scope, keep the product simple, remove features or decide not to build them.",
    "exclusion": "Refactoring and reducing technical complexity belong to system health. General company values do not count unless attributed to the role.",
    "rule_ids": [
     "SIM-C01",
     "SIM-B01",
     "GEN-R02"
    ]
   },
   "learn": {
    "summary": "Learn from what happens after shipping: measure product use or outcomes, observe adoption and iterate on feedback.",
    "exclusion": "Technical monitoring belongs to system health. A promise of impact alone does not establish a learning responsibility.",
    "rule_ids": [
     "LRN-C01",
     "LRN-B01",
     "LRN-B02"
    ]
   },
   "health": {
    "summary": "Maintain the quality of the system through testing, reliability, security, production operation, code review, tooling, documentation or AI evaluations.",
    "exclusion": "A tool name or a generic quality adjective alone is insufficient; product-outcome measurement belongs to Learn.",
    "rule_ids": [
     "HEA-C01",
     "HEA-C02",
     "HEA-C03",
     "HEA-C04",
     "HEA-C05",
     "HEA-C06",
     "HEA-C07",
     "HEA-C08",
     "HEA-C09",
     "HEA-C10",
     "HEA-B03",
     "HEA-B04",
     "HEA-B05",
     "HEA-B02"
    ]
   },
   "collaborate": {
    "summary": "Work with disciplines beyond engineering, influence decisions with them, explain technical choices to them or explicitly cover their work.",
    "exclusion": "Generic teamwork or communication alone is insufficient. Contact with people presented as users belongs to understanding users.",
    "rule_ids": [
     "COL-C01",
     "COL-C02",
     "COL-C03",
     "COL-C04",
     "COL-C05",
     "COL-B02",
     "COL-B03",
     "COL-B04"
    ]
   },
   "conditions": {
    "summary": "Identify what the company offers: autonomy, support on the job, prepared work or a stated division of responsibilities.",
    "exclusion": "A demand for ownership, generic impact promises, team size, benefits or training budgets alone do not establish these working conditions.",
    "rule_ids": [
     "CON-C01",
     "CON-C02",
     "CON-C03",
     "CON-C04",
     "CON-C05",
     "CON-C06",
     "CON-B01",
     "CON-B02",
     "CON-B04",
     "CON-B05",
     "CON-B06"
    ]
   }
  },
  "notes": {
   "br-moradaai-product-engineer": {
    "health": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:1",
      "text": "The wording refers to quality without naming a quality practice or responsibility."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:28",
      "text": "The role works with product managers on discovery and prioritisation."
     }
    }
   },
   "ca-faire-product-engineer-ads": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:2",
      "text": "Reliability and performance are named as responsibilities of the role."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:57",
      "text": "The company offers ownership and agency."
     }
    },
    "journey": {
     "status": "absent",
     "adjudication": {
      "case_id": "path:path-15",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04",
      "text": "The decision treats instrumentation and analysis of behaviour after shipping as learning from use, rather than designing the user journey."
     }
    }
   },
   "ca-purelend-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:3",
      "decision_by": "Adilson",
      "decision_on": "2026-10-30",
      "text": "The decision treats knowing how to evaluate whether LLM output is ready to ship as required evaluation knowledge, which counts as system health."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:30",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "Writing the specification is explicitly assigned to the engineer."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:60",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02"
     }
    },
    "simplify": {
     "status": "strong",
     "reconstruction": {
      "text": "The posting directly asks the candidate to know what to remove when scope is too large. That is an explicit request to cut scope, matching this practice. This explanation was reconstructed from the retained excerpt; it is not a recorded reason from the original reader.",
      "author": "Codex",
      "date": "2026-11-05",
      "review": "approved",
      "reviewed_by": "Adilson Chicoria",
      "reviewed_on": "2026-11-05"
     }
    }
   },
   "de-dlremote-senior-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:4",
      "text": "The role is asked to maintain and improve the existing codebase."
     }
    }
   },
   "eu-jiga-fullstack-product-engineer-remote-europe": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:5",
      "text": "Security, performance and maintainability are specified as knowledge the candidate must have."
     }
    }
   },
   "ie-fin-senior-product-engineer": {
    "health": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:6",
      "text": "The passage describes architecture for scale without assigning a quality responsibility; it was read as building the product."
     }
    }
   },
   "nl-workwize-product-engineer-hybrid-amsterdam": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:7",
      "text": "The retained passage assigns evaluation and monitoring work to the role."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:36",
      "text": "The role works with support and the product team."
     }
    },
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:69",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02"
     }
    }
   },
   "pt-attio-product-engineer": {
    "health": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:8",
      "text": "Performance appears only as an adjective of the software, rather than a quality responsibility."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:71",
      "text": "The passage promises learning and growth without specifying support on the job."
     }
    }
   },
   "pt-bounce-product-engineer-new-verticals": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:9",
      "text": "The passage specifies testable code and unit or integration testing."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:73",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The company describes work arriving with scope prepared."
     }
    }
   },
   "pt-doit-product-engineer-ai-finance-portugal": {
    "health": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:10",
      "text": "Compliance and operational complexity appear as factors in product trade-offs, rather than system-health work."
     }
    },
    "small": {
     "status": "absent",
     "adjudication": {
      "case_id": "path:path-43",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04",
      "text": "The decision keeps the earlier reading that this role has no engineering. The reference to small versions therefore does not establish an engineering Build step."
     }
    }
   },
   "pt-localstack-senior-product-engineer-gcp": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:11",
      "text": "Telemetry instrumentation is named as required knowledge."
     }
    }
   },
   "pt-loopos-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:12",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The passage names standards for quality and testing."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:79",
      "text": "QA, UX/UI and a product owner are provided as support to the role."
     }
    }
   },
   "pt-theflex-senior-fullstack-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:13",
      "text": "Maintainability, security and reliability are specified in the engineering decisions the role makes."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:82",
      "text": "Direct access to operations provides a concrete way to see the impact of the work."
     }
    }
   },
   "us-blacksmith-senior-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:14",
      "text": "Browser performance is part of the work."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:90",
      "text": "Team size alone does not establish an enabling arrangement."
     }
    }
   },
   "us-carnabyfox-ai-product-engineer-forward-deployed": {
    "health": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:15",
      "text": "A tool appears in a stack list without an attached responsibility."
     }
    },
    "collaborate": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:45",
      "text": "The role spans engineering, product and customer success."
     }
    },
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:91",
      "decision_by": "Adilson",
      "decision_on": "2026-11-03",
      "text": "The record identifies ownership and autonomy as offered; the verification decision retains the evidence as weak without recording an individual reason for that strength."
     }
    },
    "learn": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-67",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "us-console-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:16",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The role is responsible for systems behaving consistently, which was read as reliability."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:46",
      "text": "The role works with product and leadership."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:92",
      "text": "The company offers room to own projects."
     }
    }
   },
   "us-conveo-senior-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:17",
      "text": "Testing is explicitly part of the work."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:47",
      "text": "The role explicitly operates without product-manager or designer handoffs."
     }
    }
   },
   "us-fireworksai-ai-product-engineer-nexus": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:18",
      "text": "Caching and infrastructure efficiency are identified as quality work."
     }
    },
    "decide": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-33",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "us-fun-product-engineer": {
    "health": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:19",
      "text": "Quality adjectives describe past experience without establishing a specific quality practice."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:94",
      "text": "The passage promises impact without specifying a concrete working arrangement."
     }
    }
   },
   "us-furtherai-staff-product-engineer": {
    "health": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:20",
      "decision_by": "Adilson",
      "decision_on": "2026-10-31",
      "text": "The decision reads setting the quality bar as an implied responsibility for code quality, so the evidence is weak."
     }
    },
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:48",
      "text": "The communication requirement is generic and does not name another discipline."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:95",
      "text": "Engineers are offered a say in product direction."
     }
    }
   },
   "us-harper-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:21",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "Evaluating AI output is identified as part of the work."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:50",
      "text": "Sales, service and underwriting are named as partners."
     }
    },
    "decide": {
     "status": "weak",
     "adjudication": {
      "case_id": "path:path-34",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "us-livekit-senior-product-engineer": {
    "health": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:22",
      "decision_by": "Adilson",
      "decision_on": "2026-10-30",
      "text": "The retained evidence concerns operating distributed systems and observability in a nice-to-have requirement, so it is weak. The other passage about customer-facing observability tools was excluded because it describes the product being built."
     }
    },
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:51",
      "text": "The communication requirement is generic and does not name another discipline."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:96",
      "text": "The passage promises impact without specifying a concrete working arrangement."
     }
    }
   },
   "us-sftensor-mts-product-engineering": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:23",
      "text": "Troubleshooting production issues is part of the work."
     }
    },
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:53",
      "text": "Researchers are presented as users of the product, so the passage was read under understanding users and their problems."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:98",
      "text": "Team size alone does not establish an enabling arrangement."
     }
    }
   },
   "us-togetherai-senior-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:24",
      "text": "Observability, instrumentation and monitoring are named."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:99",
      "text": "Working alongside product or design establishes collaboration, rather than support offered to the engineer."
     }
    },
    "decide": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-35",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "us-trustinsoda-ai-product-engineer": {
    "health": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:25",
      "text": "Testing is explicitly included in end-to-end delivery."
     }
    },
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:54",
      "text": "The engineer works with founders on product decisions."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:100",
      "decision_by": "Adilson",
      "decision_on": "2026-11-03",
      "text": "The company gives engineers product decisions in an organisation without product managers."
     }
    }
   },
   "br-helpjuice-product-engineer-fullstack": {
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:26",
      "text": "The passage mentions the team without identifying another discipline."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:56",
      "text": "Sign-off is required of the engineer, rather than offered as a working condition."
     }
    }
   },
   "br-hunterdouglas-principal-ai-native-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:27",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The role works with business stakeholders and leadership."
     }
    }
   },
   "ca-jerry-ai-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:29",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The engineer covers specification work without a handoff from another discipline."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:59",
      "text": "The passage assigns work to the engineer; it supports collaboration rather than an offered working condition."
     }
    }
   },
   "es-factorial-senior-product-engineer-it": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:31",
      "text": "The role explains decisions to people who do not code."
     }
    },
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:63",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02"
     }
    }
   },
   "es-invopop-graduate-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:32",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The organisation describes work without a product manager between the engineer and product decisions."
     }
    }
   },
   "global-searchatlas-product-engineer-pm": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:33",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The role includes writing specifications, covering product-management work."
     }
    },
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:65",
      "text": "The company deliberately offers a broader area of ownership."
     }
    }
   },
   "ie-kota-senior-product-engineer-pensions-and-spend": {
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:34",
      "text": "The passage names engineers and customers and generic communication, without establishing collaboration with another discipline."
     }
    }
   },
   "nl-dash0-senior-product-engineer-darkplane-agentic-platform": {
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:35",
      "text": "The communication requirement is generic and does not name another discipline."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:68",
      "text": "The passage promises impact without specifying a concrete working arrangement."
     }
    }
   },
   "pt-dellent-generative-ai-product-engineer": {
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:37",
      "text": "The passage asks for collaboration without identifying another discipline."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:74",
      "text": "The passage promises impact without specifying a concrete working arrangement."
     }
    }
   },
   "pt-insparya-senior-product-engineer": {
    "collaborate": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:38",
      "text": "Non-technical stakeholders are explicitly named."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:77",
      "text": "Production rotation is work asked of the engineer and belongs to system health."
     }
    }
   },
   "pt-ispeedtolead-senior-ai-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:39",
      "text": "The role works with business owners."
     }
    }
   },
   "pt-pipekit-oss-product-engineer": {
    "collaborate": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:40",
      "text": "Cross-functional work is named without identifying the functions, so the mark is weak."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:80",
      "text": "On-call work is a responsibility of the engineer and belongs to system health."
     }
    },
    "learn": {
     "status": "absent",
     "adjudication": {
      "case_id": "path:path-63",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "uk-9fin-senior-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:41",
      "text": "The role works with financial, legal and editorial colleagues."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:83",
      "decision_by": "Adilson",
      "decision_on": "2026-11-03",
      "text": "Information reaches project teams directly, describing how work is prepared."
     }
    }
   },
   "uk-coform-senior-product-engineer": {
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:42",
      "text": "A feedback culture is described without a specific collaboration across disciplines."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:84",
      "text": "The passage describes team composition rather than an enabling arrangement."
     }
    }
   },
   "uk-junction-product-engineer": {
    "collaborate": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:43",
      "decision_by": "Adilson",
      "decision_on": "2026-10-30",
      "text": "The decision finds no indication that the domain experts are colleagues or how the engineer works with them. The passage describes the domain; named customers are treated as users."
     }
    },
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:86",
      "text": "Team size alone does not establish an enabling arrangement."
     }
    }
   },
   "us-activeprospect-senior-fullstack-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:44",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "The role shadows sales and support."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:88",
      "text": "Technical direction and engineering management have a stated division of responsibilities."
     }
    }
   },
   "us-gcai-mts-product-engineering": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:49",
      "text": "The engineer writes specifications from customer feedback, covering work beyond implementation."
     }
    }
   },
   "us-radar-senior-staff-product-engineer": {
    "collaborate": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:52",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02",
      "text": "Customer success, sales engineering and sales are named as partners."
     }
    },
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:97",
      "text": "The posting states how named roles run projects."
     }
    },
    "learn": {
     "status": "weak",
     "adjudication": {
      "case_id": "path:path-68",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "br-99x-senior-ai-first-product-engineer": {
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:55",
      "text": "Accountability is required of the engineer without describing a division of responsibilities or an arrangement offered by the company."
     }
    },
    "decide": {
     "status": "weak",
     "adjudication": {
      "case_id": "path:path-27",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "ca-hellofresh-staff-backend-product-engineer-operations-technology": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:58",
      "text": "The company expresses trust in the engineer to own the work."
     }
    }
   },
   "ca-symend-intermediate-senior-product-engineer": {
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:61",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02"
     }
    }
   },
   "ca-thomsonreuters-staff-software-engineer-ai-product-engineering": {
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:62",
      "text": "Startup-style ownership is offered, but the evidence is weak."
     }
    }
   },
   "es-pluxee-senior-product-engineer": {
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:64",
      "text": "The passage describes the domain rather than how the engineer is supported or enabled."
     }
    }
   },
   "ie-albertbow-staff-product-engineer": {
    "conditions": {
     "status": "weak",
     "adjudication": {
      "case_id": "around:66",
      "decision_by": "Adilson",
      "decision_on": "2026-11-02"
     }
    }
   },
   "ie-ninedots-product-engineer": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:67",
      "text": "Ownership is offered as part of the role."
     }
    }
   },
   "pt-adentis-ai-product-engineer": {
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:70",
      "text": "A training centre is offered; training benefits are excluded from this practice."
     }
    }
   },
   "pt-bounce-product-engineer-core": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:72",
      "text": "The company describes work arriving with scope prepared."
     }
    },
    "user": {
     "status": "absent",
     "adjudication": {
      "case_id": "path:path-2",
      "decision_by": "Adilson",
      "decision_on": "2026-11-03",
      "text": "The passage describes partnership with internal teams, without contact with how those people use the product. It was read as collaboration rather than user contact."
     }
    }
   },
   "pt-devoteam-cyber-trust-product-engineer-security-platform": {
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:75",
      "text": "Professional development is offered; this does not establish support on the job."
     }
    }
   },
   "pt-dojo-ai-product-engineer": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:76",
      "text": "The posting divides responsibilities: founders and product set direction while the engineer supplies product judgment."
     }
    },
    "simplify": {
     "status": "absent",
     "reconstruction": {
      "text": "The sentence appears in the company values section, without assigning simplification to this role. Under the rule excluding unattributed company values, it does not establish this practice. This is a reconstruction of the current result, not a recorded reason from either reader.",
      "author": "Codex",
      "date": "2026-11-05",
      "review": "approved",
      "reviewed_by": "Adilson Chicoria",
      "reviewed_on": "2026-11-05",
      "related_quote": "When in doubt, take it out."
     }
    }
   },
   "pt-intapp-software-engineer-ai-first": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:78",
      "text": "The company offers trust to manage time and output."
     }
    }
   },
   "pt-qonto-senior-product-engineer-ios": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:81",
      "text": "The role is offered a clear mission and autonomy."
     }
    }
   },
   "uk-jackandjill-product-engineer-infact": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:85",
      "text": "The company offers ownership and mentorship."
     }
    }
   },
   "uk-wave-mobile-money-product-engineer": {
    "conditions": {
     "status": "strong",
     "adjudication": {
      "case_id": "around:87",
      "decision_by": "Adilson",
      "decision_on": "2026-11-03",
      "text": "Ownership is described as an arrangement organised by the company."
     }
    }
   },
   "us-artie-product-engineer": {
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:89",
      "text": "The passage promises impact without specifying a concrete working arrangement."
     }
    }
   },
   "us-drata-senior-product-engineer-evidence": {
    "conditions": {
     "status": "absent",
     "adjudication": {
      "case_id": "around:93",
      "text": "The passage describes the scope required of the engineer rather than an arrangement offered to them."
     }
    }
   },
   "br-toku-product-engineer": {
    "journey": {
     "status": "absent",
     "adjudication": {
      "case_id": "path:path-13",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "de-ingestro-senior-product-engineer": {
    "journey": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-17",
      "decision_by": "Adilson",
      "decision_on": "2026-11-03",
      "text": "Challenging product and UX decisions about the experience is treated as responsibility for that experience; the same sentence can support more than one practice."
     }
    },
    "learn": {
     "status": "weak",
     "adjudication": {
      "case_id": "path:path-57",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "us-openai-product-engineer-fullstack-agents": {
    "journey": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-26",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04",
      "text": "The passage names a user flow and requires it to be intuitive. It concerns shaping the experience rather than measuring it after launch."
     }
    }
   },
   "ca-liftoff-product-engineer-fullstack-developer": {
    "small": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-38",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "pt-ashby-senior-software-engineer-product-engineering-eu": {
    "learn": {
     "status": "weak",
     "adjudication": {
      "case_id": "path:path-59",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "pt-ashby-staff-software-engineer-product-engineering-eu": {
    "learn": {
     "status": "weak",
     "adjudication": {
      "case_id": "path:path-60",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   },
   "pt-attio-staff-product-engineer": {
    "learn": {
     "status": "strong",
     "adjudication": {
      "case_id": "path:path-61",
      "decision_by": "Adilson",
      "decision_on": "2026-11-04"
     }
    }
   }
  }
 }
}
