Machine Learning Engineer 3D Geometry/ Multi-Modal

Autodesk
London
Workplace: HybridFull timeFunction: Data Science & Machine LearningExperience: 3+ yearsSkills: ["Problem framing","Rapid iteration","Collaboration","Error analysis","Documentation"]

Build ML-powered capabilities in Autodesk products by partnering with researchers and engineers to develop and evaluate multi-modal, 2D/3D geometry models. You’ll iterate on ML pipelines, prototypes, and evaluation workflows, work with complex datasets and computational geometry representations (meshes, B-Rep), analyze errors, and present results to collaborators and leadership. The role operates in a hybrid research-driven environment in London.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Autodesk
Autodesk
1 month ago

Machine Learning Engineer 3D Geometry/ Multi-Modal

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 20 hours agoStatus: Live

Job Summary

Build ML-powered capabilities in Autodesk products by partnering with researchers and engineers to develop and evaluate multi-modal, 2D/3D geometry models. You’ll iterate on ML pipelines, prototypes, and evaluation workflows, work with complex datasets and computational geometry representations (meshes, B-Rep), analyze errors, and present results to collaborators and leadership. The role operates in a hybrid research-driven environment in London.
Location: London
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •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 for rapid deployment and testing.
  • •Work with complex datasets and representations for model training, evaluation, and analysis.
  • •Analyze errors and provide solutions to technical problems.
  • •Present results to collaborators and leadership.

Key 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 deep learning libraries and frameworks (PyTorch, HuggingFace).
  • •Experience with computational geometry and 3D data (e.g., meshes, B-Rep models) and diverse 2D/3D representations.
Experience:3+ yearsMachine learningResearchGenerative AIComputer vision
Education:
Skills:Problem framingRapid iterationCollaborationError analysisDocumentation
Tech Stack:PyTorchHuggingFaceRayAWSAzureLLMsGenerative AIVersion control3D geometryComputational geometryMeshesB-Rep

Company Brief

Autodesk
Provides design and engineering software for architecture, construction, manufacturing, media, and entertainment industries, offering CAD, BIM, and 3D modeling tools to enable product and infrastructure design workflows.
Industry: Enterprise Software
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Rafael, United States
Founded: 1982
Glassdoor
Glassdoor: 3.9
WebsiteLinkedInGlassdoor