AIML - Machine Intelligence - Machine Learning Researcher- MIND
4 days ago
Our mission is to advance the state-of-art in ML optimization techniques for efficient inference. Thus, the ideal candidate for this position is a researcher and engineer who will relentlessly push the existing boundary with out-of-box thinking, and materialize the idea with the very details to impact both Apple partners and research communities.
Description
* 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
Minimum Qualifications
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
Preferred Qualifications
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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