Data Scientist - Model Optimization

quadric, Inc
Any Location, CA
Category Data Analyst
Job Description
Join Quadric's data science team as a Data Scientist - Model Optimization. Research, prototype, and implement novel quantization algorithms tailored to our hardware constraints. Directly shape the quantization capabilities in the Chimera SDK and influence future hardware features.

Requirements

  • M.S./Ph.D. in CS, EE, Applied Math, or similar
  • 5+ years in ML model optimization or data-science-driven research
  • Deep grasp of fixed-point arithmetic, quantization theory, numerical analysis, and statistical calibration
  • Strong ability to implement quantization algorithms from first principles
  • Fluent in Python, PyTorch or TensorFlow, NumPy/Pandas/SciPy, and data-viz tools (Matplotlib/Plotly)
  • Experience implementing custom quantizers and understanding their interaction with hardware constraints
  • Hands-on with at least one quantization toolkit and ability to extend them
  • Working knowledge of CNNs, Transformers, and DNN architectures
  • Bonus: Experience with custom hardware accelerators, DSPs, or neural processing units

Benefits

  • Competitive salary and meaningful equity
  • Medical, dental, and vision plan options starting on day one
  • 401(k) retirement plan
  • Flexible paid time off (unlimited, non-accrual) to support work-life balance
  • Company-provided lunches and a stocked kitchen
  • Commuting support, including monthly parking or Caltrain passes
  • Downtown Burlingame office location, close to shops, cafes, and local amenities
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