{"id":3751523,"url":"https://alion.io/job/bayworks-applied-data-scientist","title":"Applied Data Scientist","company":{"id":4498467,"name":"Bayworks","domain":"bayworks.app","url":"https://alion.io/company/bayworks","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":null,"truth_index":null},"role":"Data Science","role_family":"Data Science","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":{"min":160000,"max":200000,"currency":"USD","period":"year","gross":null,"usd_annual":200000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Multimodal AI","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false}],"status":"closed","first_seen_at":"2026-11-04T14:54:47Z","employer_posted_date":null,"last_verified_at":"2026-11-04T21:35:15Z","board_verified":false,"closed_at":"2026-11-04T21:35:15Z","days_open":0,"trust":{"level":"not_scored","repost_count":null,"flags":[],"days_open":0},"description":"Bayworks is building an intelligence platform for automotive repair operations. The Applied Data Scientist will turn repair data into structured ground truth, build and evaluate models for production, and use technician feedback to improve the product.\n\nResponsibilities\nTurn raw voice, video and dealership data from every repair into structured ground truth: symptom, diagnosis, fix, outcome. This is a hands-on role; what you build ships to production\nBuild the evals that tell us whether our AI got a repair right, and own the metrics we ship against\nRun experiments across speech and language models and decide what goes to production\nBuild models on repair data that standardize the next repair: the likely diagnosis for a symptom, and what a fix needs to meet manufacturer specifications\nSpend time in service bays with technicians and feed back what you learn into the product\n\nSkills\nYou've shipped ML or data products to production, not just notebooks\nYou're comfortable with messy real-world data: noisy shop-floor audio, free-text repair notes, inconsistent dealership records\nYou're strong in Python and SQL, and have built evals for LLMs, speech or multimodal models\n\nBenefits\nMeaningful equity\nMedical, dental, and vision insurance\nFree DoorDash vouchers for everyday meals\n\nCompany Overview\nThe intelligence platform for automotive operations It was founded in undefined, and is headquartered in , with a workforce of 11-50 employees. Its website is https://bayworks.app.","description_format":"text","description_chars":1487,"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":["Vision insurance"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-11-04T15:20:58Z"},{"event":"close","at":"2026-11-04T21:35:15Z"}],"visa":[],"liveness":null,"pay":{"stated_usd_annual":200000,"is_top_pay":true},"html_url":"https://alion.io/job/bayworks-applied-data-scientist","json_url":"https://alion.io/job/bayworks-applied-data-scientist.json","meta":{"generated_at":"2026-11-06T05:11:20Z","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":9018,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-07T00:00:00Z"}},"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":4498467},"rest":"https://alion.io/mcp/rest/get_company?id=4498467"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbayworks-applied-data-scientist"},{"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%2Fbayworks-applied-data-scientist"},{"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%2Fbayworks-applied-data-scientist"},{"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/bayworks-applied-data-scientist\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbayworks-applied-data-scientist"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3751523}},{"tool":"search_jobs","arguments":{"company":"bayworks.app","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3751523},"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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