{"id":3546143,"url":"https://alion.io/job/mercedes-benz-data-engineer-adas-fleet-analytics","title":"Data Engineer, ADAS Fleet Analytics","company":{"id":136,"name":"Mercedes-Benz","domain":"mercedes-benz.com","url":"https://alion.io/company/mercedes-benz","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Career sitemap","truth_index":{"grade":"A","score":96,"open_postings":54,"ghost_share":0.019,"stale_share":0.074,"repost_share":0.037,"time_to_fill_p50_days":29,"computed_at":"2026-11-01T06:10:25Z"}},"role":"Data Science","role_family":"Data Science","seniority":"middle","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["San Jose, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":118200,"max":147700,"currency":"USD","period":"year","gross":null,"usd_annual":147700},"salary_estimate":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Delta Lake","optional":false},{"name":"GCP","optional":false},{"name":"Git","optional":false},{"name":"LLM","optional":false},{"name":"pySpark","optional":false},{"name":"Python","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Terraform","optional":false},{"name":"Time Series","optional":false},{"name":"Databricks","optional":true},{"name":"DuckDB","optional":true},{"name":"FastAPI","optional":true},{"name":"Feature Store","optional":true}],"status":"live","first_seen_at":"2026-10-29T00:00:00Z","employer_posted_date":"2026-10-29","last_verified_at":"2026-11-01T11:12:57Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"Aufgaben\n Position Overview\nMercedes-Benz uses large-scale vehicle telemetry to evaluate, monitor, and improve its Advanced Driver Assistance Systems. As a Data Engineer on the US ADAS Data & Forensics team, you will build and operate the data pipelines that turn raw vehicle signals into trusted KPIs, fleet dashboards, and campaign-health monitoring for management and the engineers who calibrate ADAS functions. You will own the full data lifecycle, including real-time ingestion, binary protocol decoding, Bronze/Silver/Gold processing with PySpark and Delta Lake, and delivery through APIs and dashboards. You will also manage data campaigns end to end, including VIN enrollment, fleet-health tracking, coverage-gap detection, and the Sold to Consented to Capable to Active vehicle funnel. The architecture is evolving toward applied AI, and you will build the data infrastructure required for vision-language models, LLM-based event classification, embedding retrieval, and model-based event scoring. Relocation assistance (domestic or international) is not provided for this position.Job Responsibilities:\nDesign and maintain scalable telemetry pipelines using Event Hub, Medallion architecture, Delta Lake MERGE, schema evolution, and blue/green data deployments.\nOwn campaign and fleet management, including enrollment rosters, ingestion-completeness monitoring, VIN reconciliation, and automated coverage alerts.\nDevelop fleet KPIs for engineering, including safety events and takeover analysis; operations, including data freshness and pipeline health; and management, including trends and cohort comparisons.\nBuild ML-ready data infrastructure, including video and signal pipelines for SSR recordings, embedding stores, feature-engineering layers, and model-output integration into Gold.\nOperate the Azure data platform, including ADLS Gen2, Synapse Spark, Event Hub, and Container Apps, and support Terraform-managed infrastructure and CI/CD.\nWrite automated tests, maintain documentation alongside code, and participate in code reviews and incident response. \n Qualifikationen\n Minimum Qualifications:\nBachelor's or Master's degree in Computer Science, Data Engineering, or a related field. Equivalent experience may be considered.\n3+ years of professional experience. \n2-5 years of experience in data engineering or big-data analytics with production pipeline ownership. \nStrong Python, PySpark DataFrame API and performance-tuning skills, and SQL skills including window functions and aggregations.\nExperience with a columnar or transactional data-lake technology such as Delta Lake, Iceberg, Hudi, or managed Parquet. \nExperience with automated testing for data pipelines and Git-based development workflows. \nAbility to diagnose production failures, including schema conflicts, data skew, and memory issues, and communicate trade-offs to technical and non-technical stakeholders.\n\nStrongly Preferred\nMedallion or other layered data-processing patterns. \nCloud data-platform experience in Azure, AWS, or GCP. \nParquet schema design and schema evolution. \nProduction data-quality practices, including deduplication, idempotency, and data contracts. \nTime-series, IoT, or vehicle-telemetry data. \nNice to Have\nDuckDB or PyArrow; FastAPI or analytical API delivery; blue/green data deployments. \nML data infrastructure, including feature stores, embedding pipelines, vector databases, or video pipelines. \nFleet or campaign management for vehicle or IoT programs. \nAutomotive data privacy, including CCPA; ADAS or connected-vehicle domain knowledge. \nAzure Data Engineer or Databricks certification. \nEnglish required; German is an advantage. \nThe successful candidate’s starting pay will be determined based on a wide range of factors, including, but not limited to, job-related education, skills, and experience, geographic location, and market conditions. The current salary range for this position is as follows and may be modified in the future: $118,200 - $147,700.\nThis position may involve access to export-controlled technology, hardware, or software under the Export Administration Regulations (EAR), 15 C.F.R. Parts 730-774 and possibly technical data, defense articles and defense services subject to the International Traffic in Arms Regulations (ITAR), 22 C.F.R. Parts 120-130. As such, Mercedes-Benz Research & Development North America may be required to obtain an export license or authorization in accordance with United States law.\nWhy should you apply?\nHere at MBRDNA, you create digital ecosystems around cars, you design a language between humans and machines, you make a car even more intelligent - you make the new reality for cars. MBRDNA was honored as one of the \"Best Places to Work\" by BuiltIn in January 2024, a testament to our commitment to creating an exceptional work environment. At each of our offices, we foster a culture of collaboration and continuous learning, ensuring every team member can thrive and innovate.\nBenefits for Full-Time* Employees Include:\nMedical, dental, and vision insurance for employees and their families\n401(k) with employer match\nUp to 15 company-paid holidays\nPaid time off (flexible time off for salaried employees), sick time, and parental leave\nTuition assistance program\nWellness/Fitness reimbursement programs\n* Internships & Contractors excluded from Full-Time Employee benefits\nMBRDNA is an equal opportunity employer (EOE) and strongly supports diversity in the workforce. MBRDNA only accepts resumes from approved agencies who have a valid Agency Agreement on file. Please do not forward resumes to our applicant tracking system, MBRDNA employees, or send to any MBRDNA location. MBRDNA is not responsible for any fees or claims related to receipt of unsolicited resumes.\nMercedes-Benz Research and Development North America, Inc.\nPRIVACY NOTICE FOR CALIFORNIA RESIDENTS\nhttps://mbrdna.com/california-employee-privacy-notice/","description_format":"text","description_chars":5913,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":true,"languages":[{"language":"English","level":"All levels","optional":false}]},"benefits":["Continuous learning","Flexible time off","Parental leave","Relocation assistance","Vision insurance"],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":true,"industries":["Fleet Management","Sports Organizations","Automotive Manufacturing","Exhibitions"],"lifecycle":[{"event":"open","at":"2026-10-30T20:48:04Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 12 · green card filings: 2","filings_12m":12,"filings_prev_12m":5,"green_card_filings_12m":2,"median_offered_wage_usd":126071,"route":null,"cap_exempt":false,"checked_at":"2026-10-29T16:27:21+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":2}],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":3,"expected_fill_days":29,"reasons":["conf:2","velocity","win:early","comp:brand"],"computed_at":"2026-11-01T06:10:25Z"},"pay":{"stated_usd_annual":147700,"is_top_pay":true},"html_url":"https://alion.io/job/mercedes-benz-data-engineer-adas-fleet-analytics","json_url":"https://alion.io/job/mercedes-benz-data-engineer-adas-fleet-analytics.json","meta":{"generated_at":"2026-11-01T11:20:53Z","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":17541,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-02T00:00:00Z"}},"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":136},"rest":"https://alion.io/mcp/rest/get_company?id=136"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmercedes-benz-data-engineer-adas-fleet-analytics"},{"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%2Fmercedes-benz-data-engineer-adas-fleet-analytics"},{"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%2Fmercedes-benz-data-engineer-adas-fleet-analytics"},{"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/mercedes-benz-data-engineer-adas-fleet-analytics\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmercedes-benz-data-engineer-adas-fleet-analytics"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3546143}},{"tool":"search_jobs","arguments":{"company":"mercedes-benz.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3546143},"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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