Senior Deep Learning Software Engineer, DLSim
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Role details
Tech stack
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Job description
- Develop simulation backends that enable fast, scalable evaluation of AI workloads across NVIDIA compiler stacks.
- Improve deep learning compiler kernel code generation and computational graph optimization using analysis based on modeled scenarios and performance insight.
- Advance the modeling and optimization of datacenter-scale AI workloads and deployment scenarios.
- Partner with architects and software teams to evaluate future GPU features and guide silicon and system-level design decisions.
Requirements
- A Masters (or equivalent experience) in Computer Science, Computer Engineering, or a related STEM field; PhD preferred.
- 3+ years of relevant experience in compiler optimization, architectural simulation, or related areas.
- Strong hands-on experience with MLIR and compiler infrastructure.
- Excellent C/C++ and Python programming skills, including software design, debugging, performance analysis, and test development.
- Strong communication and collaboration skills, with the ability to thrive in a fast-paced, multi-functional, outcome-focused environment.
Ways to stand out from the crowd:
- Experience designing and building compiler frameworks or intermediate representations from the ground up.
- Deep understanding of LLM inference workloads and their implications for computer architecture.
- Hands-on experience implementing and optimizing complex AI workloads on CPUs, GPUs, or custom accelerators.
Benefits & conditions
Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. The base salary range is 152,000 USD - 241,500 USD for Level 3, and 184,000 USD - 287,500 USD for Level 4.
About the company
We are now looking for a Deep Learning Software Engineer to help develop simulation infrastructure. The software rapidly assesses new AI-accelerating GPU hardware and software advancements., NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you’re creative, collaborative and love a challenge, we want to hear from you!
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