Machine Learning Engineer, Autodesk

Salary not provided
AWS
C
Azure
PyTorch
Mid and Senior level
London
Toronto
Autodesk

3D design, engineering & entertainment software

Job no longer available

Autodesk

3D design, engineering & entertainment software

1001+ employees

B2BDesignVisualisationAutomation

Job no longer available

Salary not provided
AWS
C
Azure
PyTorch
Mid and Senior level
London
Toronto

1001+ employees

B2BDesignVisualisationAutomation

Company mission

To empower innovators with design and make technology so they can achieve the new possible.

Role

Who you are

  • You are a software engineer who is passionate about solving problems and building things
  • You are excited to collaborate with AI researchers to implement generative AI features in Autodesk products
  • 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, Lightning, Ray)
  • Excellent written documentation skills to document code, architectures, and experiments

Desirable

  • Experience working with distributed systems
  • Knowledge of the design, manufacturing, AEC, or media & entertainment industries
  • Experience with Autodesk or similar products (C

What the job involves

  • As a Machine Learning Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features to help our customers imagine, design, and make a better world
  • You will report to a research manager in the Research Engineering organization of Autodesk Research
  • 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

Our take

Autodesk supplies software that enables teams to collaborate, design, simulate, and fabricate their ideas in 3D, serving a range of industries such as engineering, product design, and entertainment. Founded in 1982, the company first delivered the AutoCAD system, a commercial computer-aided design and drafting software application, that is still seeing updated releases to this day.

Over 100 million people use Autodesk software, across many different industries and applications – in some of which it remains nearly irreplaceable. The company has an impressive history of diversification, which it continues to this day. For example, the 2022 acquisition of Moxion, a cloud-based platform for digital dailies used by leading filmmakers, bolstered the company’s offerings for the media and entertainment industry.

The rise of AR and VR technologies is driving modern growth in the computer-aided design market, creating space for Autodesk to expand further. On top of this, a recent shift to the popular SaaS model puts the company in an opportunistic position to seek further success.

Kirsty headshot

Kirsty

Company Specialist

Insights

Some candidates hear
back within 2 weeks

4% employee growth in 12 months

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