Machine Learning Engineer, Autodesk
We also have a significant emphasis on discretionary annual cash bonuses and stock or long-term incentive cash grants
3D design, engineering & entertainment software
Be an early applicant
3D design, engineering & entertainment software
1001+ employees
Be an early applicant
We also have a significant emphasis on discretionary annual cash bonuses and stock or long-term incentive cash grants
1001+ employees
Company mission
To empower innovators with design and make technology so they can achieve the new possible.
Role
Who you are
- BSc or MSc in Computer Science, or equivalent industry experience
- 3-7 years of software development experience
- 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 scaling ML training and data pipelines
- Experience working with distributed systems
- Knowledge of the design, manufacturing, AEC, or media & entertainment industries
- Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)
What the job involves
- 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
Company Specialist
Insights
Company
Company HQ
San Rafael, CA
Articles
Leadership
Andrew Anagnost
(CEO & President, not founder)Has worked at the company since 1997, including as CMO and Senior Vice President of Business Strategy and Marketing. Became CEO in 2017.
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