Staff Machine Learning Engineer – Model Optimization & Quantization
Santa Clara, California, United States of America
USD 160K-240K Senior-level Full Time
Tasks
- Build developer APIs
- Create automated quantization pipelines
- Design quantization algorithms
- Develop evaluation harnesses for model benchmarking
- Develop model accuracy analysis tools
- Develop quantization compression pipelines
- Enable quantization at scale in AI Hub Workbench
- Implement activation quantization
- Implement weight only quantization
- Integrate AIMET with ONNX
- Integrate AIMET with PyTorch
- Own end to end model quantization and optimization
Perks/Benefits
- N/A
Skills/Tech-stack
4 bit Quantization | Accuracy evaluation | Activation Quantization | C++ | Git | KV Cache Quantization | KV cache | Mixed Precision | Model Benchmarking | Model Compression | Model profiling | Network Optimization | Neural Network | Neural Network Optimization | ONNX | PTQ | PyTorch | Python | QAT | Quantization | Sub 4 Bit Quantization | TensorFlow | Weight Only Quantization
Education
Regions
Countries
States
Cities
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