AI Research Scientist
5 days ago
We are seeking a highly skilled AI Research Scientist to join our team at Autodesk, Inc. as a Principal AI Research Scientist. As a key member of our AI Lab, you will be responsible for leading the development and scaling of machine learning models at the intersection of research and product.
Key Responsibilities- Lead the development and scaling of machine learning models to drive business growth and innovation
- Collaborate with engineering teams to identify and resolve distributed deep learning training bottlenecks
- Optimize data flows through the model and overall architecture to improve performance and efficiency
- Leverage frameworks such as Open Neural Network Exchange (ONNX) and TensorRT to create high-performance model endpoints
- Design and implement robust, testable code that is well-documented and easy to understand
- BSc or MSc in Computer Science or equivalent industry experience
- Proven experience with large-scale distributed ML model training
- Experience with 3D parallelism, including tensor parallelism, sequence parallelism, and pipeline parallelism
- Experience with large-scale distributed data processing
- Experience with software version control, unit tests, and deployment pipelines
- Experience with hardware-level systems for high-performance computing
- Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)
- Strong data modeling, architecture, and processing skills with varied data representations, including 2D and 3D geometry
- C++/CUDA experience
At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. We're proud to be an equal opportunity employer and consider all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status, or any other legally protected characteristic.
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