{"id":3342726,"url":"https://alion.io/job/zeiss-internship-in-ai-machine-learning-fmx","title":"Internship in AI & Machine Learning (f/m/x)","company":{"id":5290,"name":"Zeiss","domain":"zeiss.com","url":"https://alion.io/company/zeiss","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":{"grade":"B","score":81,"open_postings":171,"ghost_share":0,"stale_share":0.737,"repost_share":0.012,"time_to_fill_p50_days":41,"computed_at":"2026-11-12T10:38:37Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Karlsruhe, Germany"],"countries":["DE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":33000,"max_usd":68000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":66},"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":"PyTorch","optional":false},{"name":"Quantization","optional":false},{"name":"Synthetic Data","optional":false}],"status":"live","first_seen_at":"2026-10-27T16:07:48Z","employer_posted_date":"2026-10-27","last_verified_at":"2026-11-13T07:39:29Z","board_verified":true,"closed_at":null,"days_open":16,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":16},"description":"Motivation of the Work\nTurning today’s research into tomorrow’s applications, together. At ZEISS, we focus on user-centric innovation to transform ideas into cutting-edge solutions. The ZEISS Innovation Hub @ KIT brings together students, researchers, and industry professionals to advance AI, computer vision, and machine learning in application-oriented projects.\nYour Role\nWe are looking for highly motivated students to develop AI-based solutions for real-world vision tasks, including agricultural solutions, from data collection, simulation-based data generation, and model development to deployment on target devices. This internship provides hands-on experience across the full ML pipeline, including vision foundation models, data preprocessing and curation, quantization-aware training, edge-device deployment, and performance evaluation.\nDevelop an efficient and reproducible workflow for application-oriented machine learning solutions. \nBe involved in sample preparation and data acquisition in the laboratory for full data ownership \nImplement quantitative metrics to assess and optimize data preprocessing quality and guide relabeling efforts \nCurate, structure, and version datasets for reproducible experiments \nBuild data preprocessing pipelines for AI and machine learning workflows \nGenerate and evaluate simulation-based or synthetic data \nRun hyperparameter and model studies in a traceable environment. \nAutomate embedded-device tests and optimize accuracy and speed. \nWe Offer\nA dynamic and interdisciplinary environment \nHands-on experience with real-world image, sensor, and simulation-based data, foundation models, model quantization, and edge deployment \nLearn how to set up a full machine learning pipeline \nClose mentorship from experts in deep learning \nAn agile work environment \nYour Profile\nEnrolled in a Bachelor’s or Master’s program in computer science, mathematics, physics, AI, or related fields\nStrong programming skills in Python and PyTorch\nSolid understanding of software development principles\nFundamental knowledge of data preprocessing steps for computer vision and vision foundation models\nFamiliarity with AI/ML concepts (e.g., supervised learning, deep learning architectures) is a plus\nExperience with edge-device deployment and model quantization is a plus\nCreative, pragmatic, and self-motivated with strong analytical skills\nCapable of working independently as well as in a team-oriented environment \nExcellent communication skills in English or German\nPassion for innovation, enthusiasm for new technologies, and motivation to contribute to interdisciplinary projects\nSounds exciting? Then become part of #teamZEISS and help us shape the future! Please provide your complete application documents (CV, transcript of records, etc.).\nYour ZEISS Recruiting Team:\nSelina Safradin","description_format":"text","description_chars":2830,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[{"language":"English","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Surgical Instruments & Devices","Eyewear","Medical Imaging Systems","Semiconductor Equipment"],"lifecycle":[{"event":"open","at":"2026-10-27T16:07:48Z"}],"visa":[],"liveness":{"score":57,"band":"ok","label":"Likely open","p_open":1,"p_active":0.632,"p_room":0.9,"age_days":15,"expected_fill_days":41,"reasons":["conf:1","stale_co","velocity","win:mid","comp:junior,brand"],"computed_at":"2026-11-12T10:38:37Z"},"pay":null,"html_url":"https://alion.io/job/zeiss-internship-in-ai-machine-learning-fmx","json_url":"https://alion.io/job/zeiss-internship-in-ai-machine-learning-fmx.json","meta":{"generated_at":"2026-11-13T07:59:18Z","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":16532,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-14T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":5290},"rest":"https://alion.io/mcp/rest/get_company?id=5290"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fzeiss-internship-in-ai-machine-learning-fmx"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"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%2Fzeiss-internship-in-ai-machine-learning-fmx"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fzeiss-internship-in-ai-machine-learning-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/zeiss-internship-in-ai-machine-learning-fmx\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fzeiss-internship-in-ai-machine-learning-fmx"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3342726}},{"tool":"search_jobs","arguments":{"company":"zeiss.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3342726},"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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