{"id":2301537,"url":"https://alion.io/job/mobileye-deep-learning-algorithm-engineer-rem-semantics","title":"Deep Learning Algorithm Engineer - REM Semantics","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":"middle","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":null,"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Computer Vision","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"AI Agents","optional":true}],"status":"live","first_seen_at":"2026-05-10T09:15:35Z","employer_posted_date":"2026-05-10","last_verified_at":"2026-10-12T03:42:17Z","board_verified":true,"closed_at":null,"days_open":154,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":154},"description":"You will be part of Mobileye's REM (Road Experience Management)department which is responsible for the automatic High Definition map-making process, which is a key technology in Mobileye's autonomous driving and high-end Driving Assistance systems.\nYou will be joining the team that builds the state-of-the-art AI-powered relevancy systems at scale. You will be designing and implementing semantic understanding engines that power data-driven products across autonomous driving and beyond, combining cutting-edge Computer Vision, Graph Neural Networks, and efficient inference to solve real-world perception challenges.\nWhat will your job look like:\nConduct hands-on research and development of AI and Deep Learning algorithms for real-world automotive perception tasks.\n\nOwn projects end-to-end - from concept, through research, prototyping, designing, training, and evaluating neural network architectures, to integration and scalable deployment.\n\nAnalyze challenging edge cases and continuously improve model performance in complex driving scenarios.\n\nCollaborate with algorithm developers, software engineers, product managers and system teams across the organization.\n\nWork with large-scale datasets and real-world driving scenarios to improve model accuracy, robustness, and runtime efficiency.\n\nBring your ideas into production-ready systems that have a direct, measurable impact on autonomous vehicle technologies used worldwide.\n\nAll you need is:\nB.Sc. or M.Sc. in Computer Science, Electrical Engineering, or a related field, with strong academic performance.\n\n3+ years of hands-on experiencedeveloping deep learning solutions using Python and frameworks such as PyTorch.\n\nSolid foundation in Algorithms, Machine Learning, and Deep Learning fundamentals (Computer Vision / Graph Neural Networks - advantage).\n\nStrong analytical skills, a sense of ownership, and the ability to work collaboratively.\n\nNice to have:\nExperience leveraging AI agents and modern productivity tools in development workflows.\nExperience with cloud environments and big data tools.","description_format":"text","description_chars":2066,"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":false,"languages":[]},"benefits":[],"hiring_locations":[{"name":"Israel","iso":"IL","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Processors, MCUs & AI Chips","Autonomous Driving","Computer Vision","Automotive Components"],"lifecycle":[{"event":"open","at":"2026-10-11T21:06:23Z"}],"visa":[],"liveness":{"score":5,"band":"cold","label":"Long shot","p_open":1,"p_active":0.183,"p_room":0.28,"age_days":154,"expected_fill_days":24,"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-deep-learning-algorithm-engineer-rem-semantics","json_url":"https://alion.io/job/mobileye-deep-learning-algorithm-engineer-rem-semantics.json","meta":{"generated_at":"2026-10-12T07:03:26Z","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":11323,"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-deep-learning-algorithm-engineer-rem-semantics"},{"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-deep-learning-algorithm-engineer-rem-semantics"},{"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-deep-learning-algorithm-engineer-rem-semantics"},{"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-deep-learning-algorithm-engineer-rem-semantics\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fmobileye-deep-learning-algorithm-engineer-rem-semantics"}]}