1 day ago
Base Salary
$154k - $217k/yr
Responsibilities
- Design and implement LLVM compiler passes for optimization, lowering, and code generation targeting ML accelerator backends.
- Analyze and improve compiler-generated code through profiling, benchmarking, and performance instrumentation across ML workloads.
- Develop and maintain LLVM IR transformations that map ML computation graphs to hardware execution units.
- Collaborate with hardware architecture and ML framework teams to define compiler interfaces and validate generated code on custom silicon.
- Debug correctness and performance regressions, perform root cause analysis, and deliver targeted compiler fixes.
- Own technical designs for compiler components while balancing compilation time, runtime performance, and code size.
- Build automated testing frameworks and benchmarking infrastructure for compiler correctness and performance tracking across hardware generations.
- Mentor engineers on compiler internals, LLVM architecture, and ML-specific code generation techniques.
- Partner with ML engineers and researchers to translate model performance requirements into compiler optimization strategies.
Requirements
- Bachelor’s degree in Computer Science, Computer Engineering, a relevant technical field, or equivalent practical experience.
- At least 5 years of experience developing compilers or code optimization software, with demonstrated technical leadership.
- Proficiency in C++ or Rust and experience with large-scale software development, debugging, testing, and performance analysis.
- Experience with LLVM/MLIR compiler infrastructure or a comparable production compiler codebase such as GCC or MSVC.
- Track record of designing and delivering significant compiler features or optimization passes end-to-end.
- Experience driving cross-team technical initiatives, influencing roadmap decisions, and working across hardware, ML frameworks, and runtime systems.
- Experience developing AI frameworks or accelerating deep learning models on hardware architectures.
- Demonstrated ability to mentor engineers and raise the technical bar of a team.
- Preferred experience with SIMD, GPU, RISC-V, AI accelerators, PyTorch, TensorFlow, LLVM/MLIR projects, deep learning model compilation, graph compilers, accelerator optimization, and machine-code generation.
- Preferred experience with responsible AI practices and integrating AI tools into workflows.
Benefits
- Base salary of $154,003/year to $217,000/year, plus bonus, equity, and benefits.
About Meta
Meta builds social platforms and communication apps—including Facebook, Instagram, WhatsApp, and Messenger—and develops AR/VR hardware and software such as Quest to power immersive computing. It monetizes primarily through advertising tools for businesses, with additional revenue from devices and services, and operates a massive global infrastructure. Founded in 2004 and headquartered in Menlo Park, California, Meta Platforms, Inc. is a public company traded on Nasdaq under the ticker META.