{"id":4002519,"url":"https://alion.io/job/lumafield-applied-research-scientist-agents","title":"Applied Research Scientist, Agents","company":{"id":18716,"name":"Lumafield","domain":"lumafield.com","url":"https://alion.io/company/lumafield","size_band":"51-200","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","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":{"min":210000,"max":230000,"currency":"USD","period":"year","gross":null,"usd_annual":230000},"salary_estimate":null,"experience_years_min":5,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"AI Agents","optional":false},{"name":"Fine-tuning","optional":false},{"name":"Machine Learning","optional":false},{"name":"Pre-training","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-11-09T23:06:34Z","employer_posted_date":"2026-11-09","last_verified_at":"2026-11-10T04:23:40Z","board_verified":true,"closed_at":null,"days_open":0,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":0},"description":"About the role:\nLumafield’s AI is woven deeply throughout its products and platform. As an Applied Research Scientist, Agents, you will extend what is possible with Lumafield’s agentic tools. This involves working across the agent stack, from top level harness and eval development down to fine-tuning and pre-training of foundational encoders for spatial reasoning. You will get the chance to work with manufacturing and design data that is not available anywhere else.\nWhat you'll do:\nBenchmark local LLMs, VLMs, and perception encoders.\nFine tune and post-train models on domain-specific data and tasks.\nDevelop harnesses and build real, deployed agents that our customers use.\nDevelop harnesses and build real, deployed agents that our customers use.\nDevelop evaluations that predict real world agent performance accurately.\nPartner with product and engineering to continually improve agents and agentic workflows.\nAbout you:\nAre curious, detail-oriented, and a rigorous empiricist.\nPeople are often surprised by how fast you can build a prototype.\nHave a robust understanding of the fundamentals of LLMs, VLMs, and vision transformers. \nAre adept at using AI for leverage, not as a substitute for depth of understanding.\nHave strong python, data, and algorithms foundations.\nAre an excellent technical communicator. \n5-10 years of experience in a relevant field.\nBonus:\nExperience in design, manufacturing, or hardware. \nAdvanced degree in machine learning, optimization, or a relevant discipline.\nExperience with 2D or 3D data and associated perception tasks.","description_format":"text","description_chars":1565,"description_truncated":false,"requirements":{"experience_years_min":5,"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":["Artificial Intelligence","Consumer Electronics","Manufacturing","Testing, Inspection & Certification"],"lifecycle":[{"event":"open","at":"2026-11-10T04:23:40Z"}],"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":76,"reasons":["conf:1","win:early"],"computed_at":"2026-11-10T05:33:26Z"},"pay":{"stated_usd_annual":230000,"is_top_pay":true},"html_url":"https://alion.io/job/lumafield-applied-research-scientist-agents","json_url":"https://alion.io/job/lumafield-applied-research-scientist-agents.json","meta":{"generated_at":"2026-11-10T05:33:26Z","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":12915,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-11T00:00:00Z"}},"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":18716},"rest":"https://alion.io/mcp/rest/get_company?id=18716"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Flumafield-applied-research-scientist-agents"},{"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%2Flumafield-applied-research-scientist-agents"},{"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%2Flumafield-applied-research-scientist-agents"},{"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/lumafield-applied-research-scientist-agents\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Flumafield-applied-research-scientist-agents"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":4002519}},{"tool":"search_jobs","arguments":{"company":"lumafield.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":4002519},"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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