{"id":2874673,"url":"https://alion.io/job/fieldai-robotics-software-engineer-mission-evaluation-fine-tuning","title":"Robotics Software Engineer, Mission Evaluation & Fine-Tuning","company":{"id":672883,"name":"FieldAI","domain":"fieldai.com","url":"https://alion.io/company/fieldai","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":{"grade":"B","score":81,"open_postings":105,"ghost_share":0.229,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":61,"computed_at":"2026-10-21T05:46:15Z"}},"role":"Robotics","role_family":"Robotics","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":["Irvine, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":129000,"max_usd":245000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":98},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anomaly Detection","optional":false},{"name":"C++","optional":false},{"name":"LoRA","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Quantization","optional":false},{"name":"ROS","optional":false},{"name":"Sim-to-Real","optional":false},{"name":"PEFT","optional":true}],"status":"live","first_seen_at":"2026-10-19T05:30:24Z","employer_posted_date":"2026-10-19","last_verified_at":"2026-10-21T10:10:47Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":0,"flags":["company_stale"],"days_open":2},"description":"What You Will Get To Do\nOwn the end-to-end inspection behavior success metric.\n\nBuild the evaluation loop: golden-labeled datasets, seeded-fault runs, and regression suites at feature, system, and release level that gate every release candidate.\n\nTurn field evidence into training and evaluation sets.\n\nMap technical performance to the metrics the customer measures.\n\nMake failures legible: triage mission logs, attribute each miss to navigation, localization, perception, or behavior, and route it to the owning team with evidence.\n\nWhat You Have\nMS in computer science, robotics, aerospace engineering, or a related field, with 3+ years in robotics or ML engineering.\n\nStrong Python, working C++, and comfort with ROS 2 logs, bags, and replay tooling.\n\nExperience evaluating and fine-tuning vision or vision-language models (PyTorch, LoRA or similar), including building the datasets and metrics behind them.\n\nStatistical rigor: knowing the difference between a benchmark number and a field result, and how to design an experiment that tells them apart.\n\nData pipeline skills to move evidence from robot to training set to dashboard.\n\nWhat Will Set You Apart\nAuthored or maintained a robotics benchmark, evaluation suite, or challenge.\n\nSimulation-based evaluation and sim-to-real validation.\n\nMLOps for on-edge models: quantization, versioning, and rollout to a fleet.\n\nIndustrial inspection, gauge reading, or anomaly detection experience.","description_format":"text","description_chars":1443,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotics AI","Industrial AI"],"lifecycle":[{"event":"open","at":"2026-10-19T20:57:05Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 37","filings_12m":37,"filings_prev_12m":9,"green_card_filings_12m":0,"median_offered_wage_usd":162500,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":31}],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":2,"expected_fill_days":61,"reasons":["conf:0","velocity","win:early","comp:brand"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/fieldai-robotics-software-engineer-mission-evaluation-fine-tuning","json_url":"https://alion.io/job/fieldai-robotics-software-engineer-mission-evaluation-fine-tuning.json","meta":{"generated_at":"2026-10-21T13:33:13Z","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":19184,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":672883},"rest":"https://alion.io/mcp/rest/get_company?id=672883"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Ffieldai-robotics-software-engineer-mission-evaluation-fine-tuning"},{"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%2Ffieldai-robotics-software-engineer-mission-evaluation-fine-tuning"},{"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%2Ffieldai-robotics-software-engineer-mission-evaluation-fine-tuning"},{"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/fieldai-robotics-software-engineer-mission-evaluation-fine-tuning\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Ffieldai-robotics-software-engineer-mission-evaluation-fine-tuning"}]}