Software Engineer, Systems ML - Compilers / Backend

We are seeking a software engineer to support the development of the compiler tool-chain for state-of-the-art deep learning hardware components optimized for AR/VR systems.

Requirements

• Analyze and design effective compiler passes and optimizations.
• Implement and/or enhance code generation targeting machine learning accelerators
• Work with algorithm research teams to support the co-design of hardware features mapping ML graphs to hardware implementations, modeling data-flows, creating cost-benefit analysis and estimating silicon power and performance
• Work with hardware architects to co-design hardware features that maximize performance, power efficiency and programmability
• Contribute to the development of machine-learning libraries, intermediate representations, export formats, and analysis tools
• Collaborate with the team to enhance the efficiency, scalability, and stability of our toolchains by focusing on kernel optimization and tuning
• Conduct design and code reviews. Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issues
• Interface with other compiler-focused teams to evaluate and incorporate their innovations and vice versa

Benefits

• Bonus
• Equity
• $58.65/hour to $181,000/year