Machine Learning Engineer, 3D Geometry, Multi-Modal
Autodesk
full-time
Posted on:
Location Type: Hybrid
Location: London • 🇬🇧 United Kingdom
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
AWSAzureCloudPyTorchRay
About the role
- Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and engineers
- Support research through the construction of ML pipelines, prototypes, and reusable, testable code
- Process data and analyze feature extractions
- Analyze errors and provide solutions to problems
- Present results to collaborators and leadership
Requirements
- BSc or MSc in Computer Science, or equivalent industry experience
- 3+ years of machine learning experience
- Experience scaling machine learning training and data pipelines
- Experience with computational geometry and geometric methods including mesh or B-Rep models
- Experience with version control, reproducibility, and deploying machine learning models
- Experience with data modeling, architecture, and processing using varied data representations including 2D and 3D geometry
- Experience with cloud services and architectures (e.g. AWS, Azure)
- Proficiency with modern deep learning libraries and frameworks (PyTorch, HuggingFace, Ray)
- Excellent written documentation skills to document code, architectures, and experiments
Benefits
- Annual cash bonuses
- Stock grants
- Comprehensive benefits package
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
machine learningML pipelinesdata processingfeature extractioncomputational geometrydata modelingarchitecturedeep learningversion controlreproducibility
Soft skills
collaborationproblem solvingcommunicationdocumentation
Certifications
BSc in Computer ScienceMSc in Computer Science