{"id":1710642,"url":"https://alion.io/job/kyrall-ml-engineer-3d-geometry-for-cad-mwd","title":"ML Engineer - 3D Geometry for CAD (m/w/d)","company":{"id":3799699,"name":"Kyrall","domain":"kyrall.com","url":"https://alion.io/company/kyrall","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"junior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Munich, Germany"],"countries":["DE"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":71000,"max_usd":162000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":9},"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"TensorFlow","optional":false}],"status":"live","first_seen_at":"2026-07-16T11:29:15Z","employer_posted_date":"2026-07-16","last_verified_at":"2026-10-28T16:55:31Z","board_verified":true,"closed_at":null,"days_open":104,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":103},"description":"We're building the world's fastest way to design real, functional 3D parts. Kyrall's AI-powered design agent turns ideas into ready-to-manufacture 3D models in seconds.\nBacked by top European VCs, we're a young, well-funded startup based in Munich and we're just getting started.\nThe Role\nAs a Machine learning Engineer specialized in 3D geometry, you'll develop models that understand, manipulate, and generate CAD parts. You'll work on challenging problems involving 3D representations, geometric relationships and manufacturability.\nWhat To Expect\nBuild and optimize ML models for 3D shape understanding and generation\n\nDesign data pipelines that process CAD formats into ML-compatible representations\n\nImplement efficient training workflows for geometric deep learning\n\nDeploy models to production and optimize for performance\n\nCollaborate with product and engineering to integrate ML capabilities\n\nYour Profile\n2+ Years of working ML experience\n\nStrong knowledge of PyTorch or TensorFlow\n\nExperience with 3D data representation (B-Reps, point clouds, meshes, voxels, implicit surfaces)\n\nProficiency in Python and ML engineering best practices\n\nProven track record of bringing ML models to production\n\nNice To Have\nExperience with CAD/3D software/libraries\n\nKnowledge of computational geometry algorithms\n\nExperience with MLOps tools and practices\n\nWhy Kyrall?\nWe're reinventing how machines are designed and built, from the ground up.\nOur mission: build the world's first truly functional hardware design agent. 3D modeling tools were the last major leap in this space, but the way we design parts today has hit its limit. It's time for something radically better, and we're at the start of it.\nAs one of our first hires, you won't just execute the vision, you'll help shape it, with a competitive salary and stock options to match.","description_format":"text","description_chars":1837,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["Stock options"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["CAD, PLM & BIM Software","Generative 3D"],"lifecycle":[{"event":"open","at":"2026-10-02T17:15:24Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.232,"p_room":0.28,"age_days":103,"expected_fill_days":21,"reasons":["conf:3","win:tail","crowd:junior"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/kyrall-ml-engineer-3d-geometry-for-cad-mwd","json_url":"https://alion.io/job/kyrall-ml-engineer-3d-geometry-for-cad-mwd.json","meta":{"generated_at":"2026-10-28T19:21:21Z","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":26659,"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":3799699},"rest":"https://alion.io/mcp/rest/get_company?id=3799699"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fkyrall-ml-engineer-3d-geometry-for-cad-mwd"},{"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%2Fkyrall-ml-engineer-3d-geometry-for-cad-mwd"},{"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%2Fkyrall-ml-engineer-3d-geometry-for-cad-mwd"},{"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/kyrall-ml-engineer-3d-geometry-for-cad-mwd\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fkyrall-ml-engineer-3d-geometry-for-cad-mwd"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":1710642}},{"tool":"search_jobs","arguments":{"company":"kyrall.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":1710642},"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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