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Senior Researcher - GPU Performance at Microsoft

Bengaluru, karnataka, India -

Full Time

Start Date

Immediate

Expiry Date

17 Feb, 26

Salary

0.0

Posted On

19 Nov, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

GPU Programming, Performance Profiling, Optimization Techniques, C++ Programming, Parallel Computing, Algorithm Optimization, Diagnostic Tools, Kernel Performance Analysis, Automated Solutions, Collaboration, Documentation, Benchmarking, Computational Workloads, AI Inferencing, GPU Architecture, Memory Hierarchies

Industry

Software Development

Description

- Design, implement, and optimize GPU kernels for complex computational workloads such as AI inferencing. - Research and develop novel optimization techniques for generation of GPU kernels. - Profile and analyze kernel performance using advanced diagnostic tools. - Generate automated solutions for kernel optimization and tuning. - Collaborate with other researchers to improve model performance. - Document optimization strategies and maintain performance benchmarks. - Contribute to the development of internal GPU computing frameworks. Doctorate in relevant field - OR equivalent experience. Solid understanding of GPU architecture, memory hierarchies, parallel computing and algorithm optimization. Hands-on experience in GPU programming, including performance profiling and optimization tools. Advanced C++ programming skills. Other Requirements

Responsibilities

The Senior Researcher will design, implement, and optimize GPU kernels for complex computational workloads, focusing on AI inferencing. They will also research novel optimization techniques and collaborate with other researchers to enhance model performance.