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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in compiler optimization, performance analysis, and IR design, with strong skills in C/C++ programming and software design. Proficient in developing MLIR-based dialects and optimizing performance for NVIDIA GPU and LPU architectures.
Highest-signal resume keywords
Compiler OptimizationC/C++ ProgrammingMLIR DevelopmentPerformance AnalysisCUDA Programming
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Compiler TransformationsPerformance OptimizationSoftware EngineeringDebuggingTest Design
Soft Skills
Interpersonal SkillsIndependent WorkTeam Collaboration
Tools & Technologies
CUDAOpenCLLLVMXLATVM
Industry Keywords
Tile-Based ProgrammingDeep LearningGPU ArchitecturePublic APIsNVIDIA LPU
Tech Stack
Tools & technologiesC++
About the role
Key responsibilities & impact- Support CUDA Tile, a tile-based programming model, for NVIDIA LPUs
- Design and implement compiler transformations
- Develop MLIR-based dialects and lowering passes
- Optimize tile-based kernel performance across multiple generations of NVIDIA GPU and LPU architectures
- Define public APIs
- Craft and implement compiler and optimization techniques
- Perform performance optimization and general software engineering work
- Work with a top-notch team to impact the deep learning community
Requirements
What you’ll need- Bachelors, Masters or Ph.D. in Computer Science, Computer Engineering or a related field (or equivalent experience)
- 3+ years of relevant work or research experience in compiler optimization, performance analysis and IR design
- Ability to work independently, define project goals and scope, and lead your own development effort
- Excellent C/C++ programming and software design skills, including debugging, performance analysis, and test design
- Strong interpersonal skills and ability to work in a dynamic product-oriented team
- Knowledge of CPU and/or GPU architecture (preferred)
- CUDA or OpenCL programming experience (preferred)
- Experience with MLIR, LLVM, XLA, TVM, and deep learning models and algorithms (preferred)
Benefits
Comp & perks- Equity
- Comprehensive benefits package
