{"id":840671,"url":"https://alion.io/job/generalintelligencecompany-applied-ai-engineer-agent","title":"Applied AI Engineer - Agent","company":{"id":674662,"name":"The General Intelligence Company","domain":"generalintelligencecompany.com","url":"https://alion.io/company/generalintelligencecompany","size_band":"1-10","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"B","score":75,"open_postings":3,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-11-12T10:38:37Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"middle","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["New York, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":250000,"max":300000,"currency":"USD","period":"year","gross":null,"usd_annual":300000},"salary_estimate":null,"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AI Agents","optional":false},{"name":"Embeddings","optional":false},{"name":"Gmail","optional":false},{"name":"Google Workspace","optional":false},{"name":"Hallucination","optional":false},{"name":"Linear","optional":false},{"name":"LLM","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"LLM Guardrails","optional":false},{"name":"Notion","optional":false},{"name":"Prompt Engineering","optional":false},{"name":"Python","optional":false},{"name":"RAG","optional":false},{"name":"Slack","optional":false},{"name":"Celery","optional":true},{"name":"Datadog","optional":true},{"name":"OpenTelemetry","optional":true},{"name":"PostgreSQL","optional":true},{"name":"Redis","optional":true},{"name":"Supabase","optional":true}],"status":"live","first_seen_at":"2025-09-29T20:08:07Z","employer_posted_date":"2025-09-29","last_verified_at":"2026-11-12T06:23:35Z","board_verified":true,"closed_at":null,"days_open":408,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":408},"description":"We’re hiring an Applied AI Engineer to push the boundaries of our Cofounder agent. You’ll own core backend systems and applied LLM work: advancing agent reliability and autonomy, building evaluation pipelines, and shipping techniques that measurably improve agent performance. This is a hands-on role with high ownership across research-to-production: prototyping, instrumenting, evaluating, and deploying improvements that show up directly in user outcomes.\nWhat You’ll Do\nDesign and implement agent improvements end-to-end: prompting strategies, tool selection, action planning, memory usage, safety/guardrails, and recovery paths\n\nBuild robust evaluation pipelines for the agent: offline evals (golden tasks, regression suites, behavior tests), online metrics (latency, success rate, fallout modes, cost efficiency), and experimentation frameworks (A/B, canaries, guardrail thresholds)\n\nProductionize applied LLM techniques: function/tool-calling orchestration, self-reflection, retrieval/RAG, multi-agent handoffs, caching/embedding strategies, and hallucination reduction\n\nImprove core backend systems: reliable job orchestration, retries/backoff, idempotency, and auditability; scalable memory and context routing; data pipelines across Gmail, Slack, Notion, Linear, Google Workspace, etc.; observability and tracing for agent actions/outcomes\n\nPartner with product and infra to define success metrics and ship fast, safe iterations\n\nWrite clean, well-tested code; document design decisions and runbooks\n\nWhat You’ll Bring\n4+ years backend engineering experience, preferably Python (we care about impact over years)\n\nHands-on LLM experience: prompt engineering, function-calling, retrieval, embeddings, evaluation design; you’ve shipped LLM features to production\n\nTrack record building evaluation harnesses and using them to drive improvements (regression suites, task success metrics, cost/runtime tradeoffs)\n\nSolid distributed systems fundamentals: concurrency, reliability, performance, data modeling, lifecycle management\n\nPragmatic experimentation: hypothesis → prototype → measured improvement → rollout\n\nExcellent debugging and instrumentation skills; you enjoy finding and fixing edge cases in the wild\n\nNice To Have\nExperience with agent frameworks, tool orchestration, and memory architectures\n\nRAG systems in production (chunking, retrieval quality, freshness strategies)\n\nRedis, Postgres/Supabase, queues (e.g., Celery/Arq/SQS), and event-driven designs\n\nObservability stacks (Datadog, OpenTelemetry), and cost/latency optimization\n\nWhy Join Us\nMission: build autonomous agents that run entire businesses\n\nImpact: ship core agent improvements that users feel immediately\n\nVelocity: small, senior team; fast decision cycles; high ownership\n\nStack: modern tooling across AI orchestration, integrations, and memory systems\n\nCompensation\nCompetitive salary and meaningful equity\n\nComprehensive benefits and flexible work setup","description_format":"text","description_chars":2941,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Equity","Flexible schedule"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","Corporate Events"],"lifecycle":[{"event":"open","at":"2026-09-12T21:41:51Z"}],"visa":[],"liveness":{"score":5,"band":"cold","label":"Long shot","p_open":1,"p_active":0.189,"p_room":0.28,"age_days":408,"expected_fill_days":30,"reasons":["conf:4","win:tail","crowd:"],"computed_at":"2026-11-12T10:38:37Z"},"pay":{"stated_usd_annual":300000,"is_top_pay":true},"html_url":"https://alion.io/job/generalintelligencecompany-applied-ai-engineer-agent","json_url":"https://alion.io/job/generalintelligencecompany-applied-ai-engineer-agent.json","meta":{"generated_at":"2026-11-12T11:13:18Z","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":22961,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-13T00:00:00Z"}},"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":674662},"rest":"https://alion.io/mcp/rest/get_company?id=674662"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fgeneralintelligencecompany-applied-ai-engineer-agent"},{"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%2Fgeneralintelligencecompany-applied-ai-engineer-agent"},{"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%2Fgeneralintelligencecompany-applied-ai-engineer-agent"},{"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/generalintelligencecompany-applied-ai-engineer-agent\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fgeneralintelligencecompany-applied-ai-engineer-agent"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":840671}},{"tool":"search_jobs","arguments":{"company":"generalintelligencecompany.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":840671},"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); 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