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we believe in learning by sharing.\nKnowledge of reinforcement learning, retrieval-augmented generation (RAG), and multi-agent AI architectures.\nStrong data intuition: ability to inspect raw logs, design metrics, and quickly identify quality regressions.\nExcellent problem-solving skills and ability to work in a fast-paced, collaborative environment.\n\nStrong Plus: \nStrong AWS (or equivalent cloud platform) experience for scalable AI infrastructure.\nExperience optimizing models for latency, throughput, and cost.\nExperience fine-tuning large language models.\nFamiliarity with multi-agent systems and orchestration frameworks.\nExperience designing AI systems in enterprise or B2B environments.\nSkills\nLLM, ML, NLP, RAG, large language model, machine learning, natural language processing, python, retrieval augmented generation","description_format":"text","description_chars":2556,"description_truncated":false,"requirements":{"experience_years_min":10,"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":["IT Service & Asset Management","Observability & APM"],"lifecycle":[{"event":"open","at":"2026-10-25T18:35:30Z"}],"visa":[],"liveness":{"score":63,"band":"ok","label":"Likely open","p_open":1,"p_active":0.632,"p_room":1,"age_days":3,"expected_fill_days":37,"reasons":["seen:3","stale_co","velocity","win:early"],"computed_at":"2026-10-29T05:49:05Z"},"pay":null,"html_url":"https://alion.io/job/nexthink-senior-ai-and-ml-engineer","json_url":"https://alion.io/job/nexthink-senior-ai-and-ml-engineer.json","meta":{"generated_at":"2026-10-30T01:05:49Z","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":1480,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-31T00:00:00Z"}},"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":1613},"rest":"https://alion.io/mcp/rest/get_company?id=1613"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fnexthink-senior-ai-and-ml-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%2Fnexthink-senior-ai-and-ml-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%2Fnexthink-senior-ai-and-ml-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/nexthink-senior-ai-and-ml-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fnexthink-senior-ai-and-ml-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3244261}},{"tool":"search_jobs","arguments":{"company":"nexthink.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3244261},"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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