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Data Science Intern - Model Optimization

QuadricBurlingame, CA
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Overview

Schedule
Full-time
Career level
Senior-level
Remote
On-site
Benefits
Career Development

Job Description

Quadric has created an innovative general purpose neural processing unit (GPNPU) architecture. Quadric's co-optimized software and hardware is targeted to run neural network (NN) inference workloads in a wide variety of edge and endpoint devices, ranging from battery operated smart-sensor systems to high-performance automotive or autonomous vehicle systems. Unlike other NPUs or neural network accelerators in the industry today that can only accelerate a portion of a machine learning graph, the Quadric GPNPU executes both NN graph code and conventional C++ DSP and control code.

Role:

You will join the data science team for internship focused on model optimization for Quadric's custom GPNPU architecture. Working alongside a senior data scientist mentor, you will contribute to quantization library and/or numerical accuracy testing/debugging infrastructure.

Responsibilities:

  • Run and contribute to new quantization workflows on vision and language models under mentor guidance.
  • Build calibration datasets and tooling to visualize per-layer error and distribution statistics for debugging.
  • Contribute to numerical accuracy testing infrastructure, numerical validation debug tooling of neural networks, and quantization library.

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FAQs About Data Science Intern - Model Optimization Jobs at Quadric

What is the work location for this position at Quadric?
This job at Quadric is located in Burlingame, CA, according to the details provided by the employer. Some roles may also include multiple work locations depending on the requirement.
What pay range can candidates expect for this role at Quadric?
Employer has not shared pay details for this role.
What employment applies to this position at Quadric?
Quadric lists this role as a Full-time position.
What experience level is required for this role at Quadric?
Quadric is looking for a candidate with "Senior-level" experience level.
What benefits are offered by Quadric for this role?
Quadric offers Career Development for this position. Actual benefits may vary depending on the employer's policies and employment terms.
What is the process to apply for this position at Quadric?
You can apply for this role at Quadric either through Sonara's automated application system, which helps you submit applications 10X faster with minimal effort, or by applying manually using the direct link on the job page.