Deep Learning Engineer
2 weeks ago
Job Description
Key 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
Benefits:
- $145,000 - $170,000 per year
- A politics-free community for brilliant minds who want to make an immediate impact
- An opportunity for long-term career relationships and lasting personal connections
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