Senior High-Performance System Specialist - San Francisco - beBeeHighPerformanceEngineer

Job title: Staff Software Engineer

Description

GenAI Performance and Kernel Engineer

You will be a key member of our team, responsible for the design, implementation, optimization, and correctness of high-performance GPU kernels powering our GenAI inference stack. This role requires you to lead development of highly-tuned, low-level compute paths, manage trade-offs between hardware efficiency and generality.

• Lead the design, implementation benchmarking maintenance core compute kernels (e.g., attention MLP softmax layernorm memory management) optimized various hardware backends (GPU accelerators)


• Drive performance roadmap kernel level improvements: vectorization tensorization tiling fusion mixed precision sparsity quantization memory reuse scheduling auto tuning etc.


• Integrate kernel optimizations higher ML systems


• Maintain profiling instrumentation verification tooling detect correctness performance regressions numerical issues hardware utilization gaps establish coding patterns abstractions frameworks modularize kernels reuse cross backend portability maintainability influence system architecture decisions make kernel improvements more effective e.g., memory layout dataflow scheduling kernel fusion boundaries mentor guide other engineers working lower level performance provide code reviews help set best practices collaborate infrastructure tooling teams roll out kernel level optimizations production monitor impact BS MS PhD related field required but experience writing tuning compute kernels CUDA Triton OpenCL LLVM IR assembly similar sort strong knowledge GPU accelerator architecture warp structure memory hierarchy global shared register L1 L2 caches tensor cores scheduling SM occupancy advanced optimization techniques tiling blocking software pipelining vectorization fusion loop transformations auto tuning familiarity ML specific libraries cuBLAS cuDNN CUTLASS oneDNN custom open source successful debug profiling skills Nsight NVProf perf vtune self instrumented documentation possess critical thinking analytical reasoning ability lead design discussions complex technical problems communication leadership exceptional project delivery time managing multiple priorities competing deadlines demonstrated expertise related topic comfortable explaining explaining concepts peers unfamiliar domain gained relevant industry experience bootstrapping growth proven track record shipping complex integrated real world applications consulting pushing innovative solution area gain momentum urged followers contributing toward community evolution task troubleshooting novel leverage spent forums mentors discipline troublemaker changed confident promote improved foundational finance numbers researched engineering realized greater motivation gratitude perhaps concerning tough 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