{"id":2056680,"url":"https://alion.io/job/dassault-systemes-generative-ai-engineer","title":"Generative AI Engineer","company":{"id":144,"name":"Dassault Systemes","domain":"3ds.com","url":"https://alion.io/company/dassault-systemes","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Schema","truth_index":{"grade":"B","score":75,"open_postings":30,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-09T06:01:00Z"}},"role":"AI/ML","role_family":"AI/ML","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":["South Korea"],"countries":["KR"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":73000,"max_usd":219000,"period":"year","method":null,"sample_n":5136},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"C++","optional":false},{"name":"Diffusion Models","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"PyTorch C++","optional":false},{"name":"TensorFlow","optional":false},{"name":"TensorFlow C++","optional":false},{"name":"ONNX","optional":true},{"name":"TensorRT","optional":true}],"status":"live","first_seen_at":"2026-08-04T03:08:57Z","employer_posted_date":"2026-08-04","last_verified_at":"2026-10-08T03:50:44Z","board_verified":true,"closed_at":null,"days_open":66,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":66},"description":"Generative AI Engineer\nKorea, Republic of, 27, DaeGu\nRegular\nApply\nKey Job Details\nLocation:\nKorea, Republic of, 27, DaeGu\nJob type:\nRegular\nProduct:\nCATIA\nExperience level:\n4 to 5 years\nPosted on:\n8/4/2026\nRef ID:\n548423\nShare Job\nUnlock your potential with Dassault Systèmes, a global leader in Scientific Software Engineering as Generative AI Engineer in Daegu,Korea!\nAbout the Role\nCATIA, a pioneer in 3D CAD and generative design, is pushing the boundaries of how artificial intelligence transforms engineering creativity. We are looking for a Generative AI Engineer who can bridge the gap between cutting-edge generative AI and the rigorous world of industrial 3D geometry.\nIn this role, you will not just train models - you will embed them into CATIA’s2D and 3D applications. You will work at the intersection of deep learning, combinatorial optimization, and computational geometry, turning research breakthroughs into practical engineering experiences that empower designers to create complex, manufacturable designs that were previously impossible to achieve manually.\nJob Description & Responsibilities\n AI Model Development & SelectionSelect, adapt, and fine-tune generative AI technologies (diffusion models, GANs, VAEs, and LLMs) to address strategic challenges in generative design and user experience.\nTrain and qualify AI models, ensuring robust performance, scalability, and strict compliance with company-wide cybersecurity policies, as well as industrial regulations and manufacturing standards.\n\nGeometric Algorithm EngineeringImplement and optimize algorithms for 3D mesh processing, computational geometry, and spatial data structures.\nIntegrate AI-generated outputs into CATIA's applications, ensuring they satisfy engineering and manufacturing requirements such as manufacturability, geometrical constraints and design robustness.\n\nMathematical Optimization & SearchLeverage advanced knowledge in Operations Research, Combinatorial Optimization, and Meta-heuristics (e.g., Simulated Annealing, Adaptive Large Neighborhood Search, MIP) to solve complex design-space search problems.\nCombine generative methods with optimization techniques to propose design alternatives that satisfy multiple, often conflicting, engineering constraints.\n\nKnowledge Integration & DocumentationActively learn and incorporate complex CAD/PLM domain knowledge into AI solution design.\nDocument best practices for selecting, deploying, and integrating AI models within engineering workflows, enabling the broader team to adopt AI technologies effectively.\n\nCollaboration & Knowledge SharingWork effectively in a global, multi-site R&D environment.\nShare knowledge with software engineers, product managers, and domain experts, translating complex AI concepts into actionable engineering insights.\n\nQualifications\nEducation\nBSc, MSc, or PhD in Data Science, Computer Science, Applied Mathematics, Computational Geometry, or a related field. A focus on 3D technologies is strongly preferred.\nTechnical Expertise\nAI & Machine Learning\nSolid knowledge of machine learning and deep learning, with hands-on experience in Python libraries such as TensorFlow, PyTorch, or equivalents.\nAdvanced understanding of generative models, including diffusion models, GANs, and VAEs - from theory to deployment.\nMathematics & Optimization\nAdvanced knowledge in mathematics applied to computer science, specifically in: Operations Research (OR)\nCombinatorial Optimization\n Meta-heuristics (Simulated Annealing, Adaptive Large Neighborhood Search, MIP solvers, etc.)\n\nStrong background in numerical computation and algorithm design.\nGeometry & Programming\nStrong algorithmic coding skills in both Python and C++.\nProven experience in implementing:3D mesh processing\nComputational geometry\n Spatial data structures (e.g., octrees, bounding volume hierarchies)\n\nKnowledge of object-oriented development is a must (C++ proficiency is essential).\nSoft Skills\nEagerness to learn and integrate complex CAD/PLM domain knowledge into AI solutions.\nAbility to work effectively in a global, collaborative environment.\nWillingness to share knowledge with team members and contribute to team growth.\n Professional English proficiency (written and spoken) is mandatory.\nCommitment to long-term growth, with a genuine interest in building a sustainable career within our R&D organization and contributing to the team's long-term technical vision and culture.\nPreferred Qualifications (Nice-to-Have)\nProfessional experience applying AI technologies to engineering, CAD/CAE or industrial software development is highly preferred.\nFamiliarity with CATIA, 3DEXPERIENCE platform, or other CAD/CAE software.\nExperience with geometric kernels (e.g., CGM, Open CASCADE, ACIS) or mesh libraries (e.g., CGAL, OpenMesh, libigl).\nKnowledge of model optimization for inference (ONNX, TensorRT) and edge/cloud deployment.\nPublications in top-tier conferences (CVPR, SIGGRAPH, NeurIPS, ICLR, etc.) related to 3D generation or geometric deep learning.\nWhat’s in it for you?\nWork on real-world industrial challenges where your AI models directly impact how the world designs and manufactures products - from automotive to aerospace.\nCollaborate with a world-class team of software engineers, mathematicians, and domain experts across the globe.\nAccess to cutting-edge computational resources and large-scale 3D datasets.\nOpportunity to grow into a technical lead or architect role, shaping the future of AI-driven generative design at Dassault Systèmes.\nHybrid working model with the opportunity to work from home part of the week.\nInclusion statement\nAs a game-changer in sustainable technology and innovation, Dassault Systèmes is striving to build more inclusive and diverse teams across the globe. We believe that our people are our number one asset and we want all employees to feel empowered to bring their whole selves to work every day. It is our goal that our people feel a sense of pride and a passion for belonging. As a company leading change, it’s our responsibility to foster opportunities for all people to participate in a harmonized Workforce of the Future.\nApply\nDassault Systèmes\">\nCATIA is the world’s leading solution for product design and experience. It delivers the unique ability not only to model any product in 3D but to do so in the context of the products real life behavior.\nWant to learn more?\nVisit the other sections of our website to find out more.\nOur Culture & Values\n Discover our culture and values.\nTake me there\nYour Recruitment Journey\n Get to know about your recruitment journey.\nKnow more\nStudents & Graduates\n Be part of the future of our workforce - check out internship and job opportunities.\nLearn more","description_format":"text","description_chars":6700,"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":"Advanced (C1)","optional":false}]},"benefits":["Hybrid work"],"hiring_locations":[{"name":"South Korea","iso":"KR","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["CAD, PLM & BIM Software","Simulation & Digital Twin Software","Clinical Trial Software","Manufacturing & Industrial Software"],"lifecycle":[{"event":"open","at":"2026-10-08T00:02:29Z"}],"visa":[],"liveness":{"score":6,"band":"cold","label":"Long shot","p_open":1,"p_active":0.205,"p_room":0.28,"age_days":66,"expected_fill_days":14,"reasons":["conf:26","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-09T06:01:00Z"},"pay":null,"html_url":"https://alion.io/job/dassault-systemes-generative-ai-engineer","json_url":"https://alion.io/job/dassault-systemes-generative-ai-engineer.json","meta":{"generated_at":"2026-10-10T00:29:30Z","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","counted_by":"address","units_charged":1,"used_today":749,"day_limit":5000,"remaining_today":4251,"minute_limit":60,"resets_at":"2026-10-11T00:00:00Z"}},"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":144},"rest":"https://alion.io/mcp/rest/get_company?id=144"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fdassault-systemes-generative-ai-engineer"},{"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%2Fdassault-systemes-generative-ai-engineer"},{"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%2Fdassault-systemes-generative-ai-engineer"},{"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/dassault-systemes-generative-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fdassault-systemes-generative-ai-engineer"}]}