14 Sep
|
MulticoreWare
|
Chennai
14 Sep
MulticoreWare
Chennai
Job Title: AI/DSP Kernel Optimization Engineer
Experience: 2+ years
Job Type: Full time
Responsibilities
Develop and optimize AI inference kernels using C/C++.
Optimize kernels for different data types including INT8, INT16, BF16, and FP32.
Perform SIMD/vectorization, Intrinsics, Memory optimization, and Performance tuning.
Profile and analyze application performance to identify optimization opportunities.
Debug and resolve functional and performance issues.
Integrate optimized kernels into the AI inference pipeline.
Work closely with hardware and software teams to improve overall inference
Performance.
Requirements
Positive knowledge of C/C++ programming.
Basic understanding of AI/Deep Learning models and inference.
Experience with DSPs, hardware accelerators,
or similar compute platforms.
Knowledge of SIMD/vectorization, Intrinsics, and low-level software optimization.
Valuable profiling, debugging, and performance analysis skills.
Understanding of computer architecture and memory optimization is an advantage.
Preferred Experience
Experience in AI/ML inference optimization.
Experience with C7x DSP, HWA-MMA, or similar hardware accelerators.
Knowledge of different numerical data types such as INT8, INT16, BF16, FP32.
Familiarity with performance profiling and benchmarking tools
📌 Ai/dsp Kernel Optimization Engineer Chennai
🏢 MulticoreWare
📍 Chennai