- 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
Qualifications
Expert in Python/PyTorch programming
Quality publications in ML optimization (e.g., NeurIPS, ICML, ICLR, CVPR, ACL, etc).
Excellent communication and writing skills
MS/Ph.D. in CS/CE or related fields
Preferred Qualifications
Experience with Large-scale model training/tuning
Experience with backend compilation, HW/SW co-design, and/or performance optimization