{"id":3156306,"url":"https://alion.io/job/bmw-group-master-thesis-multi-fidelity-test-optimization-fmx","title":"Master Thesis Multi-Fidelity Test Optimization (f/m/x)","company":{"id":1044994,"name":"BMW Group","domain":"bmwgroup.com","url":"https://alion.io/company/bmw-group-pressclub","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"SuccessFactors","truth_index":null},"role":"Early Careers","role_family":"Early Careers","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":[],"countries":[],"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":"LLM","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-10-23T14:39:17Z","employer_posted_date":"2026-10-23","last_verified_at":"2026-10-28T18:16:26Z","board_verified":true,"closed_at":null,"days_open":5,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":5},"description":"Our team at the BMW Group turns advances in artificial intelligence into real in-car experiences. We support the development of innovative, automated evaluation systems for our in-car LLM-based Assistant. Together, we explore multi-fidelity test optimization approaches that connect software-driven and in-car testing environments.\nWhat awaits you?\nYou support the development of intelligent, automated evaluation systems for our in-car LLM-based Assistant.\nFurthermore, you contribute to the design of test optimization approaches ranging from software-driven text-based testing to high-fidelity in-car testing.\nIn addition, you help ensure your ideas become an integral part of our product and process portfolios.\nMoreover, you contribute to close collaboration with suppliers and internal teams, exchanging insights and supporting technical discussions that drive automotive AI innovation.\nPlease note: Submit your complete application documents for review. This position requires on-site presence, and your thesis must be supervised by a university.\nWhat should you bring along?\nStudies in computer science, mathematics, physics, or a related discipline.\nStrong programming skills in Python 3 and ideally experience with machine learning frameworks such as TensorFlow or PyTorch.\nHands-on experience or strong interest in evaluating AI systems, including designing evaluation frameworks and performance measurement.\nInterest in applying optimization approaches to real-life problems.\nPassion for developing automated, scalable and reliable applications for in-car systems.\nMotivation to contribute to application-oriented research problems.\nBusiness-fluent English; German language skills are a plus.\nWould you like to support the development of intelligent automotive AI testing solutions within an international team? Then Apply now!\nWhat do we offer?\nComprehensive mentoring & onboarding.\nPersonal & professional development.\nFlexible working hours.\nMobile work.\nAttractive & fair compensation.\nApartments for students (subject to availability & only at the Munich location).\nAnd much more, see bmw.jobs/waswirbieten\nStart date: Earliest start date 23.11.2026\nDuration: 6 months\nWorking hours: Full-time\nYou can find helpful tips on your application and the application process here.\nAt the BMW Group, we place great importance on equal treatment and equal opportunities. Our recruiting decisions are based on the personality, experience, and skills of the applicants. Learn more here.","description_format":"text","description_chars":2492,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"German","level":"All levels","optional":false},{"language":"English","level":"Advanced (C1)","optional":false}]},"benefits":["Flexible schedule","Professional development"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Automotive Manufacturing","Leasing, Auto & Equipment Finance"],"lifecycle":[{"event":"open","at":"2026-10-23T14:39:17Z"}],"visa":[],"liveness":{"score":76,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.841,"p_room":0.9,"age_days":4,"expected_fill_days":9,"reasons":["conf:4","velocity","win:mid","comp:brand"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/bmw-group-master-thesis-multi-fidelity-test-optimization-fmx","json_url":"https://alion.io/job/bmw-group-master-thesis-multi-fidelity-test-optimization-fmx.json","meta":{"generated_at":"2026-10-28T18:45:43Z","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":25605,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-29T00:00:00Z"}},"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":1044994},"rest":"https://alion.io/mcp/rest/get_company?id=1044994"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbmw-group-master-thesis-multi-fidelity-test-optimization-fmx"},{"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%2Fbmw-group-master-thesis-multi-fidelity-test-optimization-fmx"},{"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%2Fbmw-group-master-thesis-multi-fidelity-test-optimization-fmx"},{"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/bmw-group-master-thesis-multi-fidelity-test-optimization-fmx\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbmw-group-master-thesis-multi-fidelity-test-optimization-fmx"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3156306}},{"tool":"search_jobs","arguments":{"company":"bmwgroup.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3156306},"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. Docs: https://alion.io/developers"}}