{"id":3956447,"url":"https://alion.io/job/readily-ai-engineer-platform","title":"AI Engineer, Platform","company":{"id":720229,"name":"Readily","domain":"readily.ai","url":"https://alion.io/company/readily-2","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Work at a Startup","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["San Francisco, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"AWS","optional":false},{"name":"CI/CD","optional":false},{"name":"Function Calling","optional":false},{"name":"GCP","optional":false},{"name":"HIPAA","optional":false},{"name":"LLM","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"Multi-Agent Systems","optional":false},{"name":"PostgreSQL","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Structured Outputs","optional":false},{"name":"TypeScript","optional":false}],"status":"live","first_seen_at":"2026-11-09T08:44:56Z","employer_posted_date":"2026-11-09","last_verified_at":"2026-11-09T08:44:56Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"About Readily\n30% of U.S. healthcare cost is administration. We’re fixing that.\nReadily is building the compliance layer for every healthcare company. Billion-dollar insurers and health plans turn to Readily to analyze regulations, conduct audits, and automate compliance research with AI.\nWe’re the fastest-growing company in this space - 10x revenue YoY. And we’re just getting started.\nThere’s an old Yorkshire saying: “Where there’s muck, there’s brass.” Healthcare compliance is messy. But in that mess lies an enormous opportunity. If you’re hungry to take ownership and build systems that matter, this is it.\nThe role\nAs an AI Engineer, you'll build the AI platform the rest of Readily ships on. That means the frameworks, shared services and tooling that let every engineer, from product to forward-deployed, build reliable LLM features fast, without reinventing retrieval, prompting or evals each time.\nYour customers are our engineers, and through them, compliance teams at health plans, where an answer has to be right, cited and defensible to a regulator. You'll set the patterns, own the core abstractions, and measure success by how quickly and safely the team can ship AI to production.\nWhat you'll do\nArchitect multi-agent systems. Design the frameworks that orchestrate foundation LLMs into compliance workflows like regulatory change analysis, gap analysis and audit prep, with abstractions product engineers can build on.\n\nBuild and optimize AI pipelines. Own retrieval over regulations, contracts and policies, prompting and context design, and make pipelines faster, cheaper and more accurate through caching, batching, parallelism, model routing and smarter retrieval.\n\nMake every flag explainable and traceable. Build the mechanisms that tie each compliance flag back to the rule, example or source document behind it, so customers can defend it to a regulator.\n\nTurn compliance rules into agent-ready logic. Build systems that translate regulations and contract requirements into structured logic paths agents can execute.\n\nClose the feedback loop. Use user feedback and outcomes data to improve prompts, retrieval and workflows over time, and adapt them to each customer.\n\nOwn evaluation and monitoring infrastructure. Build the eval harness, release gates, tracing and dashboards that keep quality reliable and auditable across customer deployments.\n\nRun the model layer. Build a gateway across providers with routing, fallbacks, caching, cost tracking and HIPAA-grade data handling.\n\nEnable the team. Partner with product engineers to integrate AI through APIs, data pipelines and the frontend; work with compliance users to turn complex rules into workflows; write the SDKs, docs and patterns others build on.\n\nStay current on AI. Prototype new techniques and bring the ones that move our metrics into the platform.\n\nWhat we're looking for\n1+ years building production software, including shared infrastructure, internal platforms or libraries that other engineers depended on.\nHands-on depth with LLM systems in production: RAG, tool use and agents, structured outputs, and the tradeoffs between models.\nStrong Python and TypeScript, with a sharp sense for clean APIs and abstractions that are easy to use correctly.\nA track record of optimizing LLM pipelines for latency, cost and accuracy, and an evals-first mindset: you trust metrics over demos.\nSolid backend and infrastructure fundamentals: Postgres, queues and async jobs, cloud (AWS or GCP), CI/CD, testing and observability.\nYou multiply others. You write clear docs, give useful code review and enjoy unblocking teammates.\nHigh ownership and speed in a small team, with the care to get details right in a high-stakes domain.\nWhy Join Readily\nTrue founding-team ownership.\nCareer-defining experience: ship products that rewrite how the industry works.\n\nFront-row to closing deals with billion-dollar enterprises\nHyper-growth environment (10× YoY - you’ll feel it).\n\nA real chance to fix healthcare’s most expensive problem with AI.\nWeekly pickleball + a team that loves to win together.\nIf you want true ownership and fix healthcare from its roots - we’d love to talk.","description_format":"text","description_chars":4156,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Hospital Operations Software"],"lifecycle":[{"event":"open","at":"2026-11-09T08:44:56Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":0,"expected_fill_days":30,"reasons":["conf:0","win:early"],"computed_at":"2026-11-09T09:44:35Z"},"pay":null,"html_url":"https://alion.io/job/readily-ai-engineer-platform","json_url":"https://alion.io/job/readily-ai-engineer-platform.json","meta":{"generated_at":"2026-11-09T09:44:35Z","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":9607,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-10T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":720229},"rest":"https://alion.io/mcp/rest/get_company?id=720229"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Freadily-ai-engineer-platform"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":2,"usd":0.2},"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%2Freadily-ai-engineer-platform"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Freadily-ai-engineer-platform"},{"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/readily-ai-engineer-platform\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Freadily-ai-engineer-platform"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3956447}},{"tool":"search_jobs","arguments":{"company":"readily.ai","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3956447},"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. 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