{"id":2301568,"url":"https://alion.io/job/mobileye-senior-computer-vision-data-engineer","title":"Senior Computer Vision Data Engineer","company":{"id":174,"name":"Mobileye","domain":"mobileye.com","url":"https://alion.io/company/mobileye","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":75,"open_postings":57,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-12T06:55:09Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Jerusalem, Israel"],"countries":["IL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":105000,"max_usd":266000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":1986},"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Agentic Workflows","optional":false},{"name":"Computer Vision","optional":false},{"name":"DuckDB","optional":false},{"name":"Embeddings","optional":false},{"name":"Kubeflow","optional":false},{"name":"LanceDB","optional":false},{"name":"LLM","optional":false},{"name":"NumPy","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"VLM","optional":false}],"status":"live","first_seen_at":"2026-03-25T07:26:43Z","employer_posted_date":"2026-03-25","last_verified_at":"2026-10-12T20:19:51Z","board_verified":true,"closed_at":null,"days_open":201,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":200},"description":"The AI Engineering group builds modern infrastructure and solutions that improve how algorithms are developed at Mobileye.\nWe are a small, independent team of experienced engineers with a mix of skills in algorithms, software, and infrastructure. We work in a DevOps style and build cross-team solutions that support research and development of advanced perception algorithms.\nOur flagship project is a unified AV dataset used to train and evaluate next-generation models. We take large volumes of multi-camera video, object labels, HD maps, and sensor data from across the organization, and turn it into a curated, high-quality training set - at scale.\nWe are looking for someone who brings ML and computer-vision depth to the team - someone who can help shape the intelligence layer that decides what data is worth training on.\nWhat will your job look like:\nWork collaboratively with shared ownership. Your focus area will be the curation and ML side of our data pipeline, but you will contribute across the full stack alongside the rest of the team.\nBuild and improve the curation pipeline - from vision-model embeddings and scene detection, through VLM-based scene analysis, to scoring, deduplication, and sampling that produces a balanced and diverse dataset.\nRun and optimize GPU inference at scale (embedding extraction, VLM inference) across thousands of driving sessions using workflow orchestration.\nDevelop scoring and sampling strategies that ensure rare but important scenarios (night driving, adverse weather, hazardous situations) are well-represented in the final dataset.\nWork with algorithm teams to understand what data gaps hurt model performance and translate those into curation criteria.\nBuild validation and diagnostics that measure dataset quality - not just pipeline health, but whether the data is actually good for training.\nContribute to the core dataset SDK, converter, and 3D-geometry tooling (camera projection, calibration, coordinate transforms).\nAll you need is:\n4+ years in data engineering or backend/software engineering with serious data work - pipelines that run in production, not just notebooks.\nStrong Python and the PyData stack (NumPy, PyArrow, Pandas, DuckDB).\nSome background in research, algorithms, or ML - enough that you can read a paper, understand a model's outputs, and have informed conversations with algorithm engineers.\nComfort working with vision-model outputs as data: embeddings, detection results, VLM responses.\nAbility to work across team boundaries - this role lives between algorithm teams, infra teams, and our own.\nAdvanteges:\nExperience with autonomous-driving datasets or perception pipelines.\n3D geometry and camera model intuition (or the mathematical background to ramp up).\nWorkflow orchestration (Argo, Airflow, Kubeflow).\nVector databases or columnar analytics (LanceDB, DuckDB, Parquet at scale).\nFamiliarity with curation concepts (active learning, hard-example mining, distribution balancing) - useful context, not a requirement.\nExposure to LLM agents or agentic workflows for data tasks.","description_format":"text","description_chars":3068,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Israel","iso":"IL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotic Software & Control Systems","Processors, MCUs & AI Chips","Computer Vision","Automotive Components"],"lifecycle":[{"event":"open","at":"2026-10-11T21:06:23Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.145,"p_room":0.28,"age_days":200,"expected_fill_days":28,"reasons":["conf:3","stale_co","win:tail","crowd:brand"],"computed_at":"2026-10-12T06:55:09Z"},"pay":null,"html_url":"https://alion.io/job/mobileye-senior-computer-vision-data-engineer","json_url":"https://alion.io/job/mobileye-senior-computer-vision-data-engineer.json","meta":{"generated_at":"2026-10-12T21:53:21Z","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":35791,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-13T00:00:00Z"}},"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":174},"rest":"https://alion.io/mcp/rest/get_company?id=174"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fmobileye-senior-computer-vision-data-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%2Fmobileye-senior-computer-vision-data-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%2Fmobileye-senior-computer-vision-data-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/mobileye-senior-computer-vision-data-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmobileye-senior-computer-vision-data-engineer"}]}