{"id":3156302,"url":"https://alion.io/job/bmw-group-working-student-multi-fidelity-test-optimization-fmx","title":"Working Student 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":"intern","employment_type":"part_time","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":"Computer Vision","optional":false},{"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":"2026-10-28T01:38:42Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Our team at the BMW Group turns science fiction into reality by applying the latest advances in generative AI, machine learning, computer vision, and natural language processing to industrial use cases. We support the development of our in-car LLM-based assistant and continuously advance test optimization approaches across multiple fidelity levels. Together with experienced AI developers, we explore innovative solutions at the crossroads of AI, linguistics, and computer science.\nWhat awaits you?\nYou will support the development of intelligent, innovative automated evaluation systems for our in-car LLM-based assistant.\nFurthermore, you contribute to the design and implementation of test optimization approaches across testing environments, ranging from low-fidelity software execution to high-fidelity in-car testing.\nIn addition, you help shape our product and process portfolios with your own ideas.\nMoreover, you contribute to close collaboration with suppliers and internal teams, exchanging insights and joining technical discussions driving innovation in automotive AI.\nWhat should you bring along?\nStudies in computer science, mathematics, physics, or a related discipline.\nStrong programming skills in Python 3, ideally with experience in 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.\nEnthusiasm for developing automated, scalable, and reliable applications for in-car systems.\nMotivation to engage in application-oriented research problems.\nBusiness-fluent English; German language skills are a plus.\nDo you enjoy collaborating with an international team and want to help drive innovation in automotive AI? 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: 12 months\nWorking hours: Part-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":2510,"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":80,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.89,"p_room":0.9,"age_days":3,"expected_fill_days":9,"reasons":["conf:1","velocity","win:mid","comp:junior,brand"],"computed_at":"2026-10-27T05:46:45Z"},"pay":null,"html_url":"https://alion.io/job/bmw-group-working-student-multi-fidelity-test-optimization-fmx","json_url":"https://alion.io/job/bmw-group-working-student-multi-fidelity-test-optimization-fmx.json","meta":{"generated_at":"2026-10-28T01:42:43Z","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":2244,"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-working-student-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-working-student-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-working-student-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-working-student-multi-fidelity-test-optimization-fmx\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbmw-group-working-student-multi-fidelity-test-optimization-fmx"}]}