Quadric Dot I O Inc

Quadric Dot I O Inc

Data Scientist, New Grad - Model Optimization

Burlingame, California, United States · Full-time

Sponsorship not specified$120k-$160kDetected 63 days ago
PythonC++Machine LearningTensorFlowPyTorchNumPyData ScienceNLPEmbedded SystemsSignal ProcessingResearchCollaboration

About the role

  • Quadric has created an innovative general purpose neural processing unit (GPNPU) architecture.
  • Investigate per-layer numerical error, identify accuracy regressions, and propose calibration, PTQ, or QAT strategies to recover lost accuracy.

Responsibilities

  • Build and maintain numerical accuracy testing infrastructure and debug tooling for neural networks running on the GPNPU.
  • Collaborate with graph compiler, kernel, and hardware teams to co-design solutions that exploit the GPNPU's numerical capabilities.
  • Quadric aims to empower developers in every industry with superpowers to create tomorrow's technology, today.
  • We are a collaborative team focused on building something extraordinary in the edge computing space.
  • Founded in 2016 and based in downtown Burlingame, California, Quadric is building the world's first supercomputer designed for the real-time needs of edge devices.

Requirements

  • hands-on experience with quantization or model compression, or any of PyTorch FX/PTQ/QAT, TF-Lite, ONNX-Runtime, TVM, or MLIR Quant.
  • experience with embedded systems, DSPs, GPUs, or other accelerators.

Compensation

  • The actual base salary offered will depend on a number of factors, including the specific level of the role, years and depth of relevant experience, technical skills and competencies, the criticality of the role to the business, internal equity, and work location.
  • In addition to base salary, this role is eligible for equity and a discretionary annual performance bonus as applicable to the role and level.

Benefits

  • In addition to base salary, this role is eligible for equity and a discretionary annual performance bonus as applicable to the role and level.
  • Quadric also offers the generous benefits package outlined above and other programs designed to support your health and wellbeing.

Company info

  • At Quadric, we value Integrity, Humility, and Happiness.
  • The company was co-founded by technologists from MIT and Carnegie Mellon, who were previously the technical co-founders of the Bitcoin computing company 21.
  • We are committed to creating an inclusive environment where people from all backgrounds can do their best work.

Equal opportunity

  • Quadric is proud to be an equal opportunity employer.
  • equal opportunity employer.
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