Machine Learning Engineer 3D Geometry/ Multi-Modal

Requirements

  • BSc or MSc in Computer Science, or equivalent industry experience
  • 3+ years of machine learning experience
  • Experience working in research or experimental environments with evolving requirements
  • Proficiency with modern deep learning libraries and frameworks (PyTorch, HuggingFace)
  • Experience with computational geometry and 3D data (e.g., meshes, B-Rep models)
  • Experience working with diverse data representations, including 2D and 3D geometry
  • Experience with version control, reproducibility, and deploying machine learning models
  • Experience using modern AI/GenAI tools in development or experimentation workflows
  • Excellent written documentation skills

Nice to Haves

  • Advanced degree (MSc/PhD) in Machine Learning, Computer Science, or related field
  • Experience scaling machine learning training and data pipelines (e.g., using Ray or similar frameworks)
  • Experience with cloud services and architectures (e.g. AWS, Azure)
  • Experience with LLMs or generative AI systems (fine-tuning, prompting, evaluation)
  • Knowledge of the design, manufacturing, AEC, or media & entertainment industries
  • Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)

What You'll Be Doing

  • Collaborate on projects at the intersection of research and product with a diverse, global team
  • Build and iterate on ML pipelines, prototypes, and evaluation workflows, enabling rapid deployment and testing of experimental models
  • Work with complex datasets and representations for model training, evaluation, and analysis
  • Analyze errors and provide solutions to problems
  • Present results to collaborators and leadership

Perks and Benefits

  • Salary is competitive and based on candidate's experience and location
  • Annual cash bonuses, commissions for sales roles, stock grants, and comprehensive benefits package
  • Culture of belonging where everyone can thrive
AI Summary ✨

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