Scott Manley
Principal Compiler Engineer at NVIDIA
Minneapolis, Minnesota, United States
Summary
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Rockstar🎓
Top SchoolScott Manley is a Principal Compiler Engineer with nine years of professional experience focused on compiler optimizations, autovectorization, and high-performance CPU tuning for SIMD ISAs like x86 AVX/AVX512 and Arm Neon/SVE. Currently at NVIDIA after a long tenure at Cray, he leads CPU performance and autovectorization efforts for the NVIDIA HPC SDK and contributes to upstream compiler projects such as LLVM/MLIR and Flang. His work spans deep performance engineering—floating-point optimizations, complex lowering, and math library tuning—combined with practical build and tooling fixes that keep large toolchains healthy. A PhD-trained compiler specialist based in Minneapolis, he blends research-grade understanding with hands-on production delivery, and is notable for contributing MLIR features and Fortran front-end improvements to one of the most influential open-source compiler projects.
9 years of coding experience
9 years of employment as a software developer
PhD Computer Science, PhD Computer Science at Trinity College DublinB.Sc Computer Science, B.Sc Computer Science at Lake Superior State University
Github Skills (6)
irr10
compiler-construction10
mlr10
intermediate-code10
llvm10
fortran9
Programming languages (1)
Github contributions (3)
llvm/llvm-project
Feb 2022 - Feb 2025
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
Role in this project:
Back-end Developer
Back-end DeveloperContributions:5 reviews, 9 PRs, 1 push in 3 years
Contributions summary:Scott primarily contributed to the LLVM project's MLIR (Multi-Level Intermediate Representation) component and the Flang front-end for Fortran. Their work focused on adding new features to the MLIR and updating the codebase. This includes adding functionality related to unique SSA ID printing in the AsmPrinter and incorporating element type retrieval for Sequence and Vector types in the Flang compiler. The user also addressed a build issue related to initializer configurations.
compilerstechnologiesclangsubmittoolchain
rscottmanley/llvm-project
Apr 2024 - Feb 2025
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.
Contributions:19 pushes, 7 branches in 10 months
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