HPC Performance Optimization Specialist
7 days ago
About Our Client
Our client is a leading provider of software IP solutions and engineering services, serving a diverse range of customers across various industries. They specialize in delivering compilers & toolchains, libraries for SDK, video codec, and AI analytics solutions using heterogeneous computing platforms.
The Role
We are seeking a highly skilled Senior Compiler and Workload Performance Analyst/Solution Architect/Technical Lead to join our team. As a key member of our performance analysis team, you will play a pivotal role in analyzing and optimizing the performance of our compiler infrastructure and workloads.
Responsibilities
- Lead and mentor a team of performance analysts, providing technical guidance, support, and feedback to maximize individual and team performance.
- Conduct thorough performance analysis and evaluation of the target compiler infrastructure, identifying bottlenecks and areas for optimization across various workloads and usage scenarios.
- Utilize advanced performance profiling and monitoring tools to gather and analyze performance data, identifying performance hotspots and areas of inefficiency.
- Develop and implement cutting-edge performance optimization techniques, including algorithmic improvements, code transformations, and workload-specific optimizations.
- Lead workload analysis efforts, including workload modeling, characterization, and performance evaluation, to assess the performance impact on the compiler infrastructure.
- Prepare comprehensive performance reports and documentation, presenting findings, recommendations, and optimization strategies to stakeholders in a clear and concise manner.
Must-Have Skills & Experience
- Hands-on coding experience with proficiency in C/C++.
- Extensive experience as a Compiler and Workload Performance Analyst or in a similar role, with a strong track record in performance analysis and optimization.
- In-depth expertise in compiler technologies, including compiler optimization techniques, code generation, and compiler internals.
- Experience with performance optimization and benchmarking.
- Proficiency in using performance profiling and monitoring tools to gather and analyze compiler and workload performance data.
- Strong knowledge of workload analysis methodologies, including workload modeling, characterization, and performance evaluation.
- Familiarity with programming languages such as C/C++, familiarity with LLVM or GCC compiler frameworks, and expertise in performance optimization at the compiler level.
Qualifications and Education Requirements
- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- 5+ years of experience in a similar role.
Salary Range: $120,000 - $180,000 per annum, depending on location and experience.
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