{"id":221546,"url":"https://alion.io/job/bosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes","title":"Master Thesis Physically Informed Machine Learning Based System Identification in MEMS Gyroscopes","company":{"id":132,"name":"Bosch","domain":"bosch.com","url":"https://alion.io/company/bosch","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SmartRecruiters","truth_index":{"grade":"B","score":75,"open_postings":1012,"ghost_share":0,"stale_share":0.989,"repost_share":0,"time_to_fill_p50_days":33,"computed_at":"2026-11-04T06:34:25Z"}},"role":"Hardware","role_family":"Hardware","seniority":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Reutlingen, Germany"],"countries":["DE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":63000,"max_usd":127000,"period":"year","method":"role_country_seniority_unknown","sample_n":41},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Pandas","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false}],"status":"live","first_seen_at":"2026-08-04T11:12:07Z","employer_posted_date":"2026-10-01","last_verified_at":"2026-11-04T15:09:50Z","board_verified":true,"closed_at":null,"days_open":92,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":92},"description":"At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.\nThe Robert Bosch GmbH is looking forward to your application!\n Are you eager to connect physical insights with advanced AI? We are offering an exciting master's thesis opportunity to work on physically informed machine learning for system identification and performance modeling of MEMS gyroscopes.\nDuring your assignment, you will construct machine learning (ML) algorithms for system identification and performance prediction of MEMS gyroscopes.\nYou will examine MEMS gyroscope data through detailed analysis.\nFurthermore, you will assess physically informed ML in comparison to other architectures.\nMoreover, you will acquire a deep physical understanding of MEMS gyroscopes to optimize your models.\nFinally, you will work with real-world sensor data to validate your findings.\n Education: Master studies in the field of Informatics, Physics, Engineering or comparable with good grades\nExperience and Knowledge: in data driven parameter identification; knowledge of Python, PyTorch, Pandas, and Probabilistic Modeling; practical experience with hands-on data handling and pipeline construction\nPersonality and Working Practice: you excel at structuring your tasks systematically, actively exploring new concepts with curiosity, and driving results with high motivation\nWork Routine: your on-site presence is required\nLanguages: fluent in English and good in German\n Start: March/April 2027\nDuration: 6 months\nIt is possible to include a 1-month internship before starting the thesis\nRequirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, examination regulations, job references and if indicated a valid work and residence permit.\nDiversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.\nNeed further information about the job?\nJan Ullmann (Functional Department)\n+49 7121 354652\nMax Laser (Functional Department)\n+49 173 2520609\nWork #LikeABosch starts here: Apply now!\n#LI-DNI","description_format":"text","description_chars":2372,"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":"German","level":"All levels","optional":false},{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Sensors & Transducers","Industrial Automation","Motors, Drives & Motion Control","HVAC & Refrigeration"],"lifecycle":[{"event":"open","at":"2026-09-05T09:04:43Z"}],"visa":[],"liveness":{"score":8,"band":"cold","label":"Long shot","p_open":1,"p_active":0.28,"p_room":0.28,"age_days":91,"expected_fill_days":33,"reasons":["conf:0","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-11-04T06:34:25Z"},"pay":null,"html_url":"https://alion.io/job/bosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes","json_url":"https://alion.io/job/bosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes.json","meta":{"generated_at":"2026-11-04T16:19:41Z","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":24872,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-05T00:00:00Z"}},"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":132},"rest":"https://alion.io/mcp/rest/get_company?id=132"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes"},{"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%2Fbosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes"},{"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%2Fbosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes"},{"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/bosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbosch-master-thesis-physically-informed-machine-learning-based-system-identification-in-mems-gyroscopes"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":221546}},{"tool":"search_jobs","arguments":{"company":"bosch.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":221546},"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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