CHENNAI · FULLTIME
AI/DSP Kernel Optimization Engineer
MulticoreWare
Chennai · onsite · Posted 30d ago
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Undisclosed2–7 yrsfulltimeChennai
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Section · 01
About this role
- 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:
- Good 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.
- Good 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
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
Sourced from naukri
Section · 02
Skills
Hardwarecomputer architecturePerformance Tuningperformance analysisdspC plus plusdebuggingDeep Learning
Section · Company
About MulticoreWare
MulticoreWare
IT Services & Consulting
125
employees
2009
17 years old
San Jose, California
United States (USA)
₹12.5L PA avg
Avg at MulticoreWare
About
MulticoreWare offers high-performance software libraries and tools for video and imaging applications, focusing on enhancing developer productivity in compute-intensive environments.
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IT Services & ConsultingHardware & Networking
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