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Machine Learning Developer 3D Geometry/ Multi-Modal
4 weeks ago
Machine Learning Developer 3D Geometry/Multi-Modal
Location:Toronto, Canada; Vancouver, Canada; Canada Remote; San Francisco, CA; East Coast
Job Overview:As a Machine Learning Engineer at Autodesk Research, you will collaborate with world-class researchers and engineers to build new ML-powered product features that help our customers design and create innovative solutions.
Responsibilities:- Collaborate on projects at the intersection of research and product with a global team of researchers and developers.
- Develop and support research through the construction of ML pipelines, prototypes, and reusable code.
- Analyze data and process feature extractions.
- Identify and resolve errors and problems.
- Present results to collaborators and leadership.
- Bachelor's or Master's degree in Computer Science or equivalent industry experience.
- At least 3 years of machine learning experience.
- Experience scaling machine learning training and data pipelines.
- Knowledge of 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.
- Experience with cloud services and architectures.
- Proficiency with modern deep learning libraries and frameworks.
- Experience working with distributed systems.
- Knowledge of the design, manufacturing, AEC, or media & entertainment industries.
- Experience with Autodesk or similar products.
At Autodesk, we're committed to creating an inclusive workplace where everyone can contribute and thrive. We consider all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, veteran status or any other legally protected characteristic.
