System Performance Engineer (NSP/NPU, AI/ML)

About the role

You will be part of System Performance team that is responsible for profiling and optimizing the System Performance on Snapdragon chipsets. This role will require a strong knowledge of AI/ML performance using NPU cores. The knowledge of CPU, DDR, NoCs will be an added advantage.

What you'll do

• Drive Performance analysis on silicon using various System and Cores (i.e. NPU, AI/ML, CPU, Memory) benchmarks like Dhrystone, GeekBench, SPECInt
• Use of Performance tools to analyze the load patterns across IPs and identify any performance bottlenecks in system
• Analyzing Perf KPIs of SoC subsystems like NPU, CPU, Memory, and corelate performance with projection
• Evaluate and characterize performance at various junction temperatures and optimize running at high ambient temperatures
• Analyze and optimize the System performance parameters of SoC infrastructure like NoC, LP5 DDR, etc

What you need

• 2–5 yrs of experience
• Machine learning
• LLMs
• Deep learning
• TensorFlow
• PyTorch
• Linux
• B.Tech or B.E. or B.Sc or BCA or M.Tech or PhD

Good to have

• Performance testing
• Arbitration