{"id":3228812,"url":"https://alion.io/job/mobileye-senior-data-ml-engineer-3d-perception-team","title":"Senior Data & ML Engineer - 3D Perception Team","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":84,"open_postings":63,"ghost_share":0,"stale_share":0.635,"repost_share":0,"time_to_fill_p50_days":47,"computed_at":"2026-10-31T05:58:55Z"}},"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":["Ramat Gan, Israel"],"countries":["IL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":92000,"max_usd":240000,"period":"year","method":"global_role_cell_scaled_by_country","sample_n":2365},"experience_years_min":4,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Linux","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Computer Vision","optional":true}],"status":"live","first_seen_at":"2026-10-25T06:57:58Z","employer_posted_date":"2026-10-25","last_verified_at":"2026-10-31T05:57:46Z","board_verified":true,"closed_at":null,"days_open":5,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":5},"description":"Join PUMA, the team developing the deep-learning perceptions solutions at the heart of Mobileye's autonomous-driving system. Our work powers advanced, large-scale multi-task models.\nWe are looking for an ML Data Engineer to own the engineering foundations behind its development and training. You will build pipelines and tools that process images, video, geometric information, and evaluate model outputs. Working alongside deep-learning researchers, you will eliminate resource-intensive bottlenecks and reduce computation costs and iteration time.\nWhat will your job look like?\nOptimize distributed data and evaluation pipelines for memory efficiency, throughput, and training performance.\nBuild tools for data exploration, manipulation, validation, and quality assessment.\nOwn model manipulation, packaging, distribution workflows, and interfaces with downstream deployment and EyeQ integration.\nCoordinate data contracts and workflows with researchers, infrastructure and data teams, and internal customers across Mobileye.\nAll you need is:\nBachelor's degree in Computer Science, Software Engineering, Electrical Engineering, or a related field from a leading university.\n4+ years of hands-on software or data-engineering experience.\nExcellent Python and Linux skills with strong software-engineering foundations.\nExperience with SQL, Spark, and PyArrow.\nExperience optimizing distributed pipelines or compute-intensive systems for memory use and parallel execution.\nFamiliarity with PyTorch and ML workflows, including datasets, training, checkpoints, evaluation, and GPU computation.\n Strong ownership, independent problem-solving, and cross-team collaboration skills.\nNice to have:\nMaster's degree in a relevant field.\nExperience in computer vision or autonomous-driving systems.\nFamiliarity with model deployment, hardware-aware ML, or specialized AI accelerators.","description_format":"text","description_chars":1873,"description_truncated":false,"requirements":{"experience_years_min":4,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Israel","iso":"IL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Processors, MCUs & AI Chips","Autonomous Driving","Computer 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