Member of Technical Staff, GPU Compiler
sf-tensor · San Francisco
Job description
About the role
We are building the world’s fastest GPU compiler, breaking traditional correctness constraints to enable aggressive search‑based optimization. As a Member of Technical Staff for GPU Compiler Engineering, you will create the machine that performs the search and delivers high‑performance kernels across multiple hardware targets.
Key responsibilities
- Design and extend MLIR dialects and passes for training and inference workloads.
- Develop the LLVM backend below ptxas, handling instruction selection, scheduling, register allocation, and direct cubin emission for NVIDIA, AMD, TPU, and Trainium.
- Expand search‑based compiler infrastructure with agent‑ and RL‑driven program search and formal correctness proofs.
- Implement classic compiler optimizations tuned for large‑scale training and create hybrid codegen paths when direct MLIR lowering is impractical.
- Own testing, benchmarking, and performance regression systems, including bit‑identical hardware models.
Required profile
- Deep experience with compiler infrastructure such as LLVM or MLIR.
- Strong background in GPU architecture and low‑level optimization (CUDA, ROCm, PTX/SASS, GCN/RDNA).
- Hands‑on experience with at least one GPU ISA and familiarity with ML compiler stacks (XLA, TVM, Triton, torch.compiler).
- Solid systems programming skills in C++ and/or Rust.
- Proven track record of building production‑grade compiler infrastructure.
Required skills
- LLVM
- MLIR
- CUDA
- ROCm
- PTX / SASS
- GCN / RDNA assembly
- XLA
- TVM
- Triton
- torch.compiler
- C++
- Rust
- Reinforcement Learning (RL) for program search
- Formal verification / SMT solvers
- StableHLO / (Stable)HLO
What we offer
- Opportunity to work on the fastest GPU compiler with direct impact on AI compute costs.
- Small, frontier‑scale team that has pre‑trained foundation models on thousands of GPUs.
- Relocation assistance and an onsite office in San Francisco.
- Competitive base salary $285,000–$315,000 plus equity and benefits.
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Published 5 days ago
Expires 1 month from now
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sf-tensor
San Francisco
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