Machine Learning Engineer (Model Efficiency & Interpretability)
Fremont, California, United States
USD 189K-291K (estimate) Senior-level Full Time
Tasks
- Analyze model weights activations and internal representations
- Analyze weight and activation distributions
- Apply quantization pruning and distillation
- Build experiments to validate model behavior hypotheses
- Debug model execution at kernel operator and graph level
- Design quantization strategies to maintain accuracy
- Develop tools for model behavior attribution
- Diagnose performance degradation from quantization
- Improve latency memory footprint and throughput
- Investigate failure cases under distribution shift
- Optimize lightweight neural networks
Perks/Benefits
- N/A
Skills/Tech-stack
Activation analysis | Deep learning | Distribution analysis | Feature attribution | Knowledge Distillation | Low-precision training | Machine Learning | Model Compression | Model Interpretability | Neural Networks | Numerical Stability | ONNX | Pruning | Quantization | TVM | TensorRT | Weight Distribution Analysis
Education
N/A
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