{"id":1472807,"url":"https://alion.io/job/universalagi-cad-automation-researcher","title":"CAD Automation Researcher","company":{"id":8996,"name":"Universalagi","domain":"universalagi.com","url":"https://alion.io/company/universalagi","size_band":"201-500","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":null,"employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["San Francisco, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":164000,"max_usd":363000,"period":"year","method":"role_country_seniority_unknown","sample_n":4194},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Databricks","optional":false},{"name":"Diffusion Models","optional":false},{"name":"Embeddings","optional":false},{"name":"JAX","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Reinforcement Learning","optional":false}],"status":"live","first_seen_at":"2026-09-29T17:10:06Z","employer_posted_date":"2026-09-29","last_verified_at":"2026-10-22T02:22:58Z","board_verified":true,"closed_at":null,"days_open":22,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":22},"description":"San Francisco | 5 Days Onsite\nLocation: Onsite in San Francisco\nCompensation: Competitive Salary + Equity\nCAD Automation Researcher\nWho We Are\nEngineering simulation is one of the last major categories of software that AI hasn't rebuilt. The tools used to design aircraft, ships, reservoirs, and medical devices still run on numerical methods that are decades old, and an engineer can wait a full day for a single answer. UniversalAGI is building foundation models that learn physics directly from data, and they are already running in early deployments on real computational fluid dynamics and reservoir engineering problems for some of the largest industrial and defense organizations in the world.\nWe are a team of 25 researchers and engineers in San Francisco backed by Elad Gil (#1 Solo VC), Eric Schmidt (former Google CEO), Prith Banerjee (ANSYS CTO), Ion Stoica (Databricks Founder), Jared Kushner (former Senior Advisor to the President), David Patterson (Turing Award Winner), and Luis Videgaray (former Foreign and Finance Minister of Mexico).\nAbout the Role\nAs a CAD Automation Researcher you'll be in the arena from day one, building the future of AI for physics simulation with your own hands. This is your chance to take everything you've learned about CAD geometry, mesh generation, and design optimization and use it to build foundation AI models that remove the single biggest bottleneck in engineering simulation today: turning messy, real world CAD into something a computer can actually reason about.\nYou'll work directly with the CEO and founding team to shape our product around the real pain points you've faced in your career: the hours lost repairing broken CAD files, the manual de-featuring before a single simulation can even run, and the trial and error of hand tuned topology optimization. You'll build the models that make that friction disappear.\nWhat You'll Do\nDevelop methods to automatically repair, defeature, and simplify raw CAD geometry into simulation ready form, removing today's largest manual bottleneck in our design pipeline.\n\nDevelop general purpose optimization techniques, including topology optimization, shape optimization, and differentiable design search, that operate directly on learned geometry representations and AI physics model outputs .\n\nDesign and train models, such as implicit neural representations, graph neural networks, and diffusion models, for geometry generation and reconstruction from imperfect, incomplete, or multi format CAD inputs (STEP, IGES, mesh, point cloud) or embeddings.\n\nOwn your workflow end to end: synthetic geometry data generation, training, evaluation, and deployment into UniversalAGI's production simulation pipeline.\n\nCollaborate directly with the CEO, founding team, and our physics research group to make sure geometry and optimization models integrate cleanly with the rest of the foundation model stack.\n\nHelp define UniversalAGI's technical point of view on AI driven geometry generation and design optimization, and publish results internally and, where appropriate, externally.\n\nQualifications\nPhD in Computer Science, Mechanical Engineering, Computational Geometry, or a related field, or equivalent hands on industry research experience.\n\n2+ years building deep learning models for geometry processing, computer graphics, computational geometry, or 3D generative modeling.\n\nDeep, hands on understanding of CAD representations and geometry processing: boundary representations (B-rep), CAD kernels such as OpenCASCADE or Parasolid, mesh generation, and defeaturing or healing techniques.\n\nProven research track record applying modern architectures, such as graph neural networks, implicit neural representations, transformers, or diffusion models, to 3D geometry or physical design problems.\n\nPractical experience with optimization methods relevant to physical design, such as topology optimization, shape optimization, or differentiable and gradient based design search.\n\nExpert Python and deep learning framework proficiency (PyTorch or JAX), with the ability to build and train models from scratch rather than only fine tune existing ones.\n\nHigh execution velocity and comfort operating with significant ownership in a fast moving startup environment.\n\nBonus Qualifications\nPublished research in top tier venues such as NeurIPS, ICML, ICLR, SIGGRAPH, or CVPR.\n\nExperience building on or extending commercial CAD kernels or CAD or CAM software internals.\n\nFamiliarity with reinforcement learning or large language model based approaches to design or geometry automation.\n\nDomain expertise in aerospace, automotive, or industrial manufacturing design workflows.\n\nOpen source contributions to geometry processing, CAD, or 3D deep learning libraries.\n\nExperience at a high growth AI or engineering software startup.\n\nCultural Fit\nTechnical Respect: Ability to earn respect through hands-on technical contribution\n\nIntensity: Thrives in our unusually intense culture - willing to grind when needed\n\nCustomer Obsession: Passionate about solving real customer problems, not just cool tech\n\nDeep Work: Values long, uninterrupted periods of focused work over meetings\n\nHigh Availability: Ready to be deeply involved whenever critical issues arise\n\nCommunication: Can translate complex technical concepts to customers and team\n\nGrowth Mindset: Embraces the compounding returns of intelligence and continuous learning\n\nStartup Mindset: Comfortable with ambiguity, rapid change, and wearing multiple hats\n\nWork Ethic: Willing to put in the extra hours when needed to hit critical milestones\n\nTeam Player: Collaborative approach with low ego and high accountability\n\nWhat We Offer\nOpportunity to shape the technical foundation of a rapidly growing foundational AI company.\n\nWork on cutting-edge industrial AI problems in energy and subsurface characterization with immediate real-world impact.\n\nDirect collaboration with the founder & CEO and ability to influence company strategy\n\nCompetitive compensation with significant equity upside.\n\nIn-person first culture - 5 days a week in office with a team that values face-to-face collaboration.\n\nAccess to world-class investors and advisors in the AI space.\n\nBenefits\nWe provide great benefits, including:\nCompetitive compensation and equity.\n\nCompetitive health, dental, vision benefits paid by the company.\n\n401(k) plan offering.\n\nFlexible vacation.\n\nTeam Building & Fun Activities.\n\nGreat scope, ownership and impact.\n\nAI tools stipend.\n\nMonthly commute stipend.\n\nMonthly wellness / fitness stipend.\n\nDaily office lunch & dinner covered by the company.\n\nImmigration support.\n\nHow We're Different\n“The credit belongs to the man who is actually in the arena, whose face is marred by dust and sweat and blood; who strives valiantly; who errs, who comes short again and again... who at the best knows in the end the triumph of high achievement, and who at the worst, if he fails, at least fails while daring greatly.” - Teddy Roosevelt\nAt our core, we believe in being “in the arena.” We are builders, problem solvers, and risk-takers who show up every day ready to put in the work: to sweat, to struggle, and to push past our limits. We know that real progress comes with missteps, iteration, and resilience. We embrace that journey fully knowing that daring greatly is the only way to create something truly meaningful.\nIf you're ready to join the future of physics simulation, push creative boundaries, and deliver impact, UniversalAGI is the place for you.","description_format":"text","description_chars":7498,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"phd","optional":false},"security_clearance":false,"languages":[]},"benefits":["Continuous learning","Equity"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Machine Learning","Simulation & Digital Twin Software","AI for Science"],"lifecycle":[{"event":"open","at":"2026-09-29T17:13:02Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 3","filings_12m":3,"filings_prev_12m":0,"green_card_filings_12m":0,"median_offered_wage_usd":172500,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":3}],"liveness":{"score":55,"band":"ok","label":"Likely open","p_open":1,"p_active":0.73,"p_room":0.75,"age_days":21,"expected_fill_days":27,"reasons":["conf:1","win:late"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/universalagi-cad-automation-researcher","json_url":"https://alion.io/job/universalagi-cad-automation-researcher.json","meta":{"generated_at":"2026-10-22T05:23:19Z","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":6264,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-23T00:00:00Z"}},"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":8996},"rest":"https://alion.io/mcp/rest/get_company?id=8996"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Funiversalagi-cad-automation-researcher"},{"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%2Funiversalagi-cad-automation-researcher"},{"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%2Funiversalagi-cad-automation-researcher"},{"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/universalagi-cad-automation-researcher\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Funiversalagi-cad-automation-researcher"}]}