AIML - Machine Intelligence - Machine Learning Researcher- MIND
Apple
Full-time
On-site
Seattle, Washington, United States
Machine Learning
* 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