{"id":349156,"url":"https://alion.io/job/outmarket-full-stack-ai-engineer","title":"Full Stack AI Engineer","company":{"id":126386,"name":"Out Market","domain":"outmarket.agency","url":"https://alion.io/company/outmarket","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":95,"open_postings":18,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":86,"computed_at":"2026-10-31T05:58:55Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"full_time","work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"board_field","remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":["US","IN"],"hiring_countries_total":2,"salary":null,"salary_estimate":{"min_usd":110000,"max_usd":218000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":85},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Embeddings","optional":false},{"name":"LLM","optional":false},{"name":"NLP","optional":false},{"name":"Python","optional":false},{"name":"SOC 2","optional":false},{"name":"SQL","optional":false},{"name":"JavaScript","optional":true},{"name":"PostgreSQL","optional":true},{"name":"React.js","optional":true}],"status":"live","first_seen_at":"2026-06-19T05:53:45Z","employer_posted_date":"2026-06-19","last_verified_at":"2026-11-01T03:53:29Z","board_verified":true,"closed_at":null,"days_open":134,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":133},"description":"ABOUT OUTMARKET\nOutmarket is the AI platform for insurance, trusted by more than 250 brokerages to run the work their business depends on. Commercial insurance still runs on dense documents and slow, manual workflows, and that is exactly what we automate: quote comparisons, coverage gap and tower analysis, policy review, and proposal generation, all grounded in our customers’ own data and source-cited so teams can trust the output.\nThe impact is concrete. Teams save 12 to 15 hours per person every week, cut errors by roughly 65 percent, and win more business, all on infrastructure that is SOC 2 Type II certified, single-tenant, and never used to train AI models. We are an AI-first company in both what we build and how we work, shipping quickly and in close partnership with the agencies that rely on us.\nWHAT YOU’LL GET\nA high-impact role with ownership from day one.\n\nCompetitive compensation and meaningful equity.\n\nDirect collaboration with founders and real users.\n\nRemote-first flexibility.\n\nThe opportunity to help build an AI-native product from the ground up.\n\nABOUT THE ROLE\nWe are hiring a Full Stack AI Engineer to work across the product and technical stack, from AI workflows and backend systems to frontend product experiences. This is a build-and-run role for someone who likes moving between customer problems, product thinking, and hands-on implementation.\nWHY THIS ROLE\nWork across a broad technical stack in an AI-native environment.\n\nBuild features that directly affect real customer workflows and outcomes.\n\nPartner closely with founders and experienced engineers.\n\nMove quickly from idea to shipped product.\n\nWHAT YOU’LL DO\nWork directly with insurance brokers, MGAs, and carriers to deploy AI-powered solutions.\n\nUse modern LLMs, embeddings, and structured data pipelines to build features such as document review, entity extraction, and quote comparison.\n\nRapidly prototype and productionize features based on customer needs and feedback.\n\nBuild reusable systems and components that scale across use cases and customers.\n\nOperate across boundaries, whether product, infrastructure, workflow logic, or delivery.\n\nWHAT WE’RE LOOKING FOR\n2+ years in ML/NLP/LLM systems, or 3+ years in software engineering with strong applied-AI interest.\n\nProficiency in Python and experience integrating modern LLMs into products.\n\nExperience with SQL and database systems.\n\nAbility to turn messy real-world data into practical product capabilities.\n\nStrong ownership and comfort shipping without a perfectly bounded problem.\n\nBONUS IF YOU HAVE\nExperience with unstructured documents such as PDFs or insurance policies.\n\nDepth in Postgres, React, or Python.\n\nEarly-stage startup experience.","description_format":"text","description_chars":2706,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Equity"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"},{"name":"India","iso":"IN","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Advertising"],"lifecycle":[{"event":"open","at":"2026-09-05T18:49:42Z"}],"visa":[],"liveness":{"score":25,"band":"fade","label":"Fading","p_open":1,"p_active":0.699,"p_room":0.36,"age_days":134,"expected_fill_days":86,"reasons":["conf:3","win:tail","crowd:"],"computed_at":"2026-10-31T05:58:55Z"},"pay":null,"html_url":"https://alion.io/job/outmarket-full-stack-ai-engineer","json_url":"https://alion.io/job/outmarket-full-stack-ai-engineer.json","meta":{"generated_at":"2026-11-01T04:41:34Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":7190,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-02T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":126386},"rest":"https://alion.io/mcp/rest/get_company?id=126386"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Foutmarket-full-stack-ai-engineer"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Foutmarket-full-stack-ai-engineer"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Foutmarket-full-stack-ai-engineer"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/outmarket-full-stack-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Foutmarket-full-stack-ai-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":349156}},{"tool":"search_jobs","arguments":{"company":"outmarket.agency","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":349156},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. Docs: https://alion.io/developers"}}