workable
Deep Learning Compiler Engineer
quadric, Inc
Pune, IND
Full-time
Senior · 8+ years experience
Onsite
Discovered 3 weeks ago
C++TVMMLIRComputer VisionDSPDNNs
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Key Skills for This Role
C++TVMMLIRComputer VisionDSPDNNs
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What We Value
Integrity, Humility, Happiness
What We Expect
Initiative, Collaboration, Completion
Role:
As a senior member of our platform software engineering team, you will be tasked with lowering and optimizing neural networks on the quadric EPU. You will design and implement algorithmic optimizations to extract maximum performance out of the Quadric architecture.
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:
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