Data Scientist - Model Optimization
Burlingame, California, United States
USD 180K-339K (estimate) Senior-level Full Time
Tasks
- Analyze layer level errors
- Build calibration datasets
- Design quantization experiments
- Implement quantization algorithms
- Integrate findings into SDK flows
- Monitor academic literature
- Publish research and benchmarks
Perks/Benefits
- 401k retirement plan
- Company lunches and stocked kitchen
- Flexible paid time off
- In-office collaboration events
- Medical/dental/vision plan
- Monthly parking or Caltrain passes
Skills/Tech-stack
CNNs | Calibration Datasets | Error Analysis | Fixed point | Fixed-point arithmetic | Layer Error Analysis | MLIR Quant | Matplotlib | Mixed Precision | NumPy | Numerical analysis | ONNX Runtime | Pandas | Plotly | Post-training | Post-training Quantization | PyTorch | PyTorch FX | Python | Quantization | Quantization aware training | SciPy | Statistical calibration | TF Lite | TVM | TensorFlow | Transformers
Education
Roles
Regions
Countries
States
Cities
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