{"id":2074010,"url":"https://alion.io/job/denso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving","title":"Master Thesis Student (m/f/d) - Efficient AI for Autonomous Driving","company":{"id":50312,"name":"DENSO","domain":"denso.com","url":"https://alion.io/company/denso","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":3,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":29,"computed_at":"2026-10-25T05:49:26Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":null,"employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Eching, Germany"],"countries":["DE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":17000,"max_usd":26000,"period":"year","method":"role_country_seniority_unknown","sample_n":697},"experience_years_min":null,"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":"Vision-Language-Action","optional":false}],"status":"live","first_seen_at":"2026-10-08T07:20:39Z","employer_posted_date":"2026-10-08","last_verified_at":"2026-10-25T16:18:15Z","board_verified":true,"closed_at":null,"days_open":17,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":17},"description":"As an automotive supplier, DENSO is leading in developing and providing components and systems for heating, air conditioning, motor cooling, exhaust gas aftertreatment, automotive electrics and electronics and instrumentation.\n Vision Language Action (VLA) models show strong performance for data-driven autonomous driving using latest AI technology. As VLA systems combine LLMs for text input, computer vision encoder and complex action generation, the system often consume considerable resources and memory. A recent line of research is focusing on more efficient VLA models, mainly by optimizing how the different modules VLAs interact.\nThis master’s thesis focuses on evaluation, benchmarking and enhancing of VLA models which focus on efficiency The project involves systematic evaluation of different VLA systems and optimization techniques on realistic benchmarks.\nKey Research Areas:\nReview of VLA models for autonomous driving regarding efficiency\nQuantitative evaluation of VLA systems and features regarding inference efficiency (time, memory)\n(optional) Enhancements of VLA systems for inference, integrating or combining different mechanisms for efficiency improvement\nThisposition is only for students enrolled in a university looking for a Master Thesis. For students at TUM in München, thesis supervision from university side can be provided. For others, this needs to be agreed with their home university.\n Currently enrolled in a computer science / engineering Master studies with a focus on data analysis, automotive, engineering or similar\nInterest in autonomous driving and machine learning\nBasic understanding of deep learning and model training\nAbility to read and modify research codebases\nProficiency in Python\nExperience with VLA is a plus\n Home office: Possibility to work from home\nHealth: Yearly health & wellbeing days, Urban Sports Club membership\nAttractive working environment: Modern offices, canteen onsite and free parking\nOpen company culture: Diverse, multicultural team\nEvents: Regular company & team events\nIt has come to our attention that various individuals have contacted people offering false employment opportunities with DENSO. Such scams are fraudulent and intended to steal from the victims.\nBy making you aware of this, we hope to avoid and ultimately stop victims from falling for this scam. Please do not provide any personal or financial information and do not send any money to anyone you suspect of recruitment fraud.\nIf you are contacted by someone whom you suspect may not be appropriately representing DENSO, please email: . Please forward the original email that you received that includes the original subject line and complete header information.\nDo not send CVs or vacancy applications to that email address as it will not be reviewed or considered. If you wish to apply for a job, please submit your application for an open position to https://careers.smartrecruiters.com/DENSOINTERNATIONALEUROPE","description_format":"text","description_chars":2997,"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":"All levels","optional":false}]},"benefits":["Home office"],"hiring_locations":[{"name":"Germany","iso":"DE","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Automotive Components"],"lifecycle":[{"event":"open","at":"2026-10-08T08:14:11Z"}],"visa":[],"liveness":{"score":64,"band":"ok","label":"Likely open","p_open":1,"p_active":0.708,"p_room":0.9,"age_days":16,"expected_fill_days":29,"reasons":["conf:0","win:mid"],"computed_at":"2026-10-25T05:49:26Z"},"pay":null,"html_url":"https://alion.io/job/denso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving","json_url":"https://alion.io/job/denso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving.json","meta":{"generated_at":"2026-10-25T16:59:39Z","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":24441,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-26T00:00:00Z"}},"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":50312},"rest":"https://alion.io/mcp/rest/get_company?id=50312"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdenso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving"},{"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%2Fdenso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving"},{"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%2Fdenso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving"},{"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/denso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdenso-master-thesis-student-mfd-efficient-ai-for-autonomous-driving"}]}