Sr Engineer: Embedded AI Architecture and Systems Engineer
HyderabadFull-time2–5 yrsPosted over a month ago
Mid-level embedded systems role at Qualcomm in Hyderabad. Needs 2+ years and a B.Tech, B.E. or PhD.
About the role
Sr Engineer: Embedded AI Architecture and Systems Engineer at Qualcomm. Analyze, design, and optimize Machine learning kernels on ML HW accelerator for performance, power, and area efficiency in value tier chipsets.
What you'll do
- Analyze, design, and optimize Machine learning kernels on ML HW accelerator for performance, power, and area efficiency in value tier chipsets
- Conduct architectural analysis and benchmarking of ML subsystems, identifying bottlenecks and proposing solutions for improved throughput and efficiency
- Collaborate with hardware and software teams to define and implement enhancements in ML HW microarchitecture, memory hierarchy, and dataflow
- Develop and validate performance models for AI workloads, including signal processing and ML inference, on embedded platforms
- Prototype and evaluate new architectural features for ML HW, including quantization, compression, and hardware acceleration techniques
What you need
- Embedded C
- C++
- Python
- Machine learning
- Performance testing
- Prototyping