System Performance Engineer (NSP/NPU, AI/ML)
BengaluruFull-time2–5 yrsPosted over a month ago
Mid-level data science role at Qualcomm in Bengaluru. Needs 2+ years and a B.Tech, B.E. or B.Sc.
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
- Machine learning
- LLMs
- Deep learning
- TensorFlow
- PyTorch
- Linux
Good to have
- Performance testing
- Arbitration