
Staff Engineer, Compiler
Samsung Semiconductor5 days ago
San Jose, CA, USAStaff+
Base Salary
$163k - $253k/yr
Responsibilities
- Adapt torch.compile and Inductor to custom hardware by lowering compiler IR, defining fusion and specialization behavior, and determining when to use handwritten kernels.
- Build or extend tile-based and higher-level kernel DSLs, including changes to frontends, IRs, or backends when existing GPU assumptions do not apply.
- Design placement and scheduling passes for distributed memory, including tensor location, migration, and overlap of computation with data movement.
- Implement tensor, pipeline, expert, and sequence parallelism as first-class compiler IR capabilities.
- Develop fusion, tiling, memory-planning, kernel-autotuning, and performance-optimization solutions for non-uniform memory hierarchies.
- Contribute compiler and DSL improvements upstream to projects such as PyTorch, Triton, Helion, and related open-source communities.
Requirements
- Bachelor’s degree and 10+ years, Master’s degree and 8+ years, or PhD and 5+ years of industry experience.
- 3–5+ years of industry experience with at least one of Triton, Helion, MLIR, XLA, TVM, Inductor, IREE, CUTLASS, or a proprietary equivalent; more experienced candidates may be considered at relevant levels.
- Experience designing a kernel DSL or IR from scratch, or making substantial language-level changes to an existing DSL or IR.
- Experience writing MLIR dialects and passes or performing MLIR backend integration.
- Experience building PyTorch backends for non-CUDA accelerators such as XPU, ROCm, MPS, TPU, or custom accelerators.
- Experience with kernel autotuning, performance modeling, or cost-based compilation.
- Background in HPC, distributed systems, or NUMA-aware programming.
- Open-source contributions to PyTorch, Triton, Helion, LLVM/MLIR, or similar projects are preferred.
Benefits
- Daily onsite work at the San Jose, California office under a flexible work policy.
- Medical, dental, vision, and 401(k) benefits.
- 4+ weeks of paid time off annually, plus holidays and sick leave.
- Charitable giving match and community involvement opportunities.
- Fertility-care or adoption stipend, medical travel support, and virtual veterinary care.
- On-demand wellness apps and free confidential therapy sessions.
- Onsite café and gym plus virtual fitness classes.
- Flexible work environment and other wellbeing-focused rewards.