{"id":2134447,"url":"https://alion.io/job/apple-ml-research-engineer-physics-informed-ai","title":"ML Research Engineer - Physics - Informed AI","company":{"id":12,"name":"Apple","domain":"apple.com","url":"https://alion.io/company/apple","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Apple Jobs","truth_index":{"grade":"B","score":76,"open_postings":1017,"ghost_share":0,"stale_share":0.97,"repost_share":0,"time_to_fill_p50_days":36,"computed_at":"2026-10-13T05:45:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Herzliya, Israel"],"countries":["IL"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"NumPy","optional":true},{"name":"SciPy","optional":true}],"status":"live","first_seen_at":"2026-05-28T12:01:50Z","employer_posted_date":"2026-10-12","last_verified_at":"2026-10-13T07:37:19Z","board_verified":true,"closed_at":null,"days_open":137,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":137},"description":"Apple's ML-Physics team in Israel is looking for an ML Engineer to join a research-oriented group developing physics-informed neural networks for advanced sensing and optical measurement systems. The role focuses on training, validating, and improving neural network models that combine data-driven learning with physical modeling, simulation, and experimental measurements.\nDescription\nApple designs consumer electronics that have touched millions and changed the way people interact with electronic devices around the world. The ML-Physics team works at the intersection of machine learning and physics, building models that leverage both data-driven learning and deep physical understanding to solve complex sensing and optical measurement challenges.\nMinimum Qualifications\nMSc or PhD in Computer Science, Electrical Engineering, Physics, Applied Mathematics, or a related field\nHands-on experience with machine learning and deep learning\nProficiency in Python and PyTorch or a similar deep learning framework\nStrong communication skills and proficiency in English\nAbility to work well in a collaborative, highly cross-functional, and fast-paced environment\nPreferred Qualifications\nSolid understanding of physics and the ability to apply physical principles to machine learning problems\nStrong understanding of optimization, model training, validation, and debugging of neural networks\nExperience with scientific computing libraries such as NumPy, SciPy, pandas, or similar tools","description_format":"text","description_chars":1484,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Artificial Intelligence","Operating Systems","Smartwatches & Fitness Trackers","Tablets"],"lifecycle":[{"event":"open","at":"2026-10-09T01:28:51Z"},{"event":"close","at":"2026-10-09T01:39:59Z"},{"event":"reopen","at":"2026-10-09T06:17:28Z"},{"event":"close","at":"2026-10-11T12:23:15Z"},{"event":"reopen","at":"2026-10-11T19:23:20Z"},{"event":"close","at":"2026-10-11T23:11:48Z"},{"event":"reopen","at":"2026-10-12T17:08:32Z"}],"visa":[],"liveness":{"score":4,"band":"cold","label":"Long shot","p_open":1,"p_active":0.148,"p_room":0.28,"age_days":137,"expected_fill_days":36,"reasons":["conf:1","stale_co","urgency","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-13T05:45:00Z"},"pay":null,"html_url":"https://alion.io/job/apple-ml-research-engineer-physics-informed-ai","json_url":"https://alion.io/job/apple-ml-research-engineer-physics-informed-ai.json","meta":{"generated_at":"2026-10-13T08:39:21Z","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":12901,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-14T00:00:00Z"}},"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":12},"rest":"https://alion.io/mcp/rest/get_company?id=12"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fapple-ml-research-engineer-physics-informed-ai"},{"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%2Fapple-ml-research-engineer-physics-informed-ai"},{"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%2Fapple-ml-research-engineer-physics-informed-ai"},{"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/apple-ml-research-engineer-physics-informed-ai\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fapple-ml-research-engineer-physics-informed-ai"}]}