Optimize machine learning models to run efficiently on embedded devices
Requirements
- 3+ years of hands-on experience coding in Python
- Proficiency with model distillation, quantization, pruning, and related model compression techniques
- Extensive knowledge of PyTorch, TensorFlow, and TensorFlow Lite
- Proven track record in developing or optimizing DL/ML algorithms for embedded devices
Responsibilities
- Develop new or apply existing performance and optimization techniques to on-device AI
- Apply knowledge and research to advance the state-of-the-art in on-device machine learning frameworks
- Collaborate with ML researchers and SW and HW developers to provide unique and proprietary high performance solutions
Other
- This role is fully onsite
