Senior Machine Learning Engineer
Tasks
- Apply model compression with quantization and pruning
- Collaborate with cross-functional teams on system architecture
- Contribute to open-source projects
- Deploy machine learning models on embedded platforms
- Develop lightweight machine learning models
- Improve inference efficiency
- Integrate machine learning models into production systems
- Optimize machine learning models for edge AI
- Provide technical leadership and mentorship
- Publish research and present at conferences
- Research state-of-the-art machine learning techniques
- Use knowledge distillation
Perks/Benefits
- N/A
Skills/Tech-stack
ARM Ethos | ASIC | C plus plus | DSP | Edge AI | Executorch | FPGA | JAX | Knowledge Distillation | Machine Learning | Model Compression | NPU | NVIDIA TensorRT | ONNX Runtime | Pruning | PyTorch | Python | Qualcomm Neural Processing SDK | Quantization | Sparsity | TVM | TensorFlow | TensorFlow Lite
Education
Associate Degree | Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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