# Deep Learning Compiler Engineer

**Company:** [Quadric](https://hotfix.jobs/companies/quadric)
**Location:** Burlingame, CA
**Role:** ML Engineering
**Experience:** 8+ years
**Skills:** Deep Neural Networks, Algorithmic Optimization, Graph Algorithms, C++, Tvm, Compiler Techniques, Computer Vision, Dsp, Numerical Optimization, Ml Algorithms
**Posted:** 2024-02-05

> Develops and optimizes deep neural networks for Quadric's GPNPU architecture, focusing on algorithmic lowering, graph-based execution, and performance extraction. Requires MS/PhD, 8+ years experience in optimization, ML algorithms, and graphs.

## Job Description

## Responsibilities
- Drive the lowering and optimization of cutting edge deep neural networks using Quadric’s technology
- Apply your skills and expertise in mathematical & algorithmic optimization toward solving NP-hard problems
- Collaborate within the software team to develop algorithms that optimize graph-based execution on the Quadric architecture

## Requirements
- MS or Ph.D. in Computer Science, or related field, with a minimum of eight years of experience in the industry
- Strong background in numerical and/or algorithmic optimization
- Understanding of building application-appropriate heuristics for NP-hard problems
- Knowledge of both classical as well as ML algorithms, e.g., Computer Vision, DSP, DNNs, etc.
- Strong background in graphs and related algorithms

## Nice to Haves
- Proficiency in C++ >= 11
- Experience using / developing in TVM
- Knowledge of front-end and back-end compiler techniques

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