02 Oct
|
Qualcomm
|
Bengaluru Urban
02 Oct
Qualcomm
Bengaluru Urban
About the Role
Job Area: System Performance Engineer (NSP/NPU, AI/ML)
Location: Bangalore – India
Job Overview: 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 robust knowledge of AI/ML performance using NPU cores. The knowledge of CPU, DDR, NoCs will be an added advantage.
Responsibilities
- Drive Performance analysis on silicon using various System and Cores (i.e. NPU, AI/ML, CPU, Memory) benchmarks like Dhrystone, GeekBench, SPECInt, CNN/GenAI ML networks etc.
- 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.
- Collaborate with cross-functional global teams to plan and execute performance activities on chipsets as well as make recommendations for next generation chipsets.
Qualifications
- Minimum Qualifications:
- 1 to5 years of industry experience in the following:
- Experience working on any ARM/x86 based platforms, mobile/automotive/Data center operating systems and/or performance profiling tools.
- Experience in application or driver development in LinuxQNX and ability to create/customize make files with various compiler options is a plus.
- Must be quick learner and should be able to adapt to new technologies.
- Must have excellent communication skills.
- Education Requirements:
- Required: Bachelor's, Computer Engineering, and/or Electrical Engineering
- Preferred: Master's, Computer Engineering, and/or Electrical Engineering
Required Skills
- A deep understanding of NPU, CPU and DDR architecture internals like
- NPU: Understanding of NPU micr
📌 AI System Performance Engineer (Bengaluru Urban)
🏢 Qualcomm
📍 Bengaluru Urban