* Research and develop ML optimization techniques for efficient on-device ML* Materialize the ideas/concepts and demonstrate the practical value in an industrial environment* Work with HW/SW teams to productize the outcome of the work
- Expert in Python/PyTorch programming
- Quality publications in System optimization (e.g. MICRO ASPOLOS OSDI NSDI MobiSys etc).
- Quality publications in ML optimization (e.g. NeurIPS ICML ICLR CVPR ACL etc).
- Excellent communication and writing skills
- Ph.D. in CS/CE or related fields
- Experience with Large-scale model training/tuning
- Experience with processing multiple modalities (i.e. audio/vision) with Foundational Models.
- Experience with backend compilation HW/SW co-design and/or performance optimization
- Understanding ML accelerations and architectures
* Research and develop ML optimization techniques for efficient on-device ML* Materialize the ideas/concepts and demonstrate the practical value in an industrial environment* Work with HW/SW teams to productize the outcome of the work Expert in Python/PyTorch programmingQuality publications in Syste...
* Research and develop ML optimization techniques for efficient on-device ML* Materialize the ideas/concepts and demonstrate the practical value in an industrial environment* Work with HW/SW teams to productize the outcome of the work
- Expert in Python/PyTorch programming
- Quality publications in System optimization (e.g. MICRO ASPOLOS OSDI NSDI MobiSys etc).
- Quality publications in ML optimization (e.g. NeurIPS ICML ICLR CVPR ACL etc).
- Excellent communication and writing skills
- Ph.D. in CS/CE or related fields
- Experience with Large-scale model training/tuning
- Experience with processing multiple modalities (i.e. audio/vision) with Foundational Models.
- Experience with backend compilation HW/SW co-design and/or performance optimization
- Understanding ML accelerations and architectures
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