Senior Software Engineer
4 weeks ago
We are committed to enriching our industry, communities, and the world through innovative solutions. Our mission is to build cutting-edge products that accelerate next-generation computing experiences - the building blocks for the data center, artificial intelligence, PCs, gaming, and embedded.
The Role:
We are seeking an experienced AI software development engineer to develop ML kernels in the Triton kernel language. The ideal candidate should have a strong background in parallel computer architecture and high-performance GPU kernel development. Additional experience with ML models and knowledge of ML frameworks like PyTorch or JAX is a plus.
Key Responsibilities:
Develop ML kernels for matrix multiplication, Flash Attention, and other ML operators
Benchmark, perform competitive analysis, and optimize kernels to improve performance
Propose novel optimizations to the Triton compiler
Collaborate with the GPU architecture team to improve future generations
Apply knowledge of software engineering best practices
Preferred Experience:
Programming experience on GPUs - HIP, CUDA, OpenCL, or Triton
ML experience or knowledge in one or more of the following areas - Transformers, image models, recommendation systems
Ability to work independently, define project goals, and scope, and lead your own development effort
Experience using debuggers
Familiarity with PyTorch or JAX
Knowledge of MLIR, LLVM, and GPU assembly and GPU architecture is a plus
Familiarity with models like LLama, Mixtral, and Gemma is a plus
Academic Credentials:
Master's degree or PhD in Computer Science or Computer Engineering
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