SonicJobs Logo
Left arrow iconBack to search

AI/DSP Kernel Optimization Engineer

MulticoreWare Pvt Ltd
Posted 8 days ago, valid for 13 days
Location

Chennai, TN

Salary

Competitive

Contract type

Full Time

By applying, a Sonicjobs account will be created for you. Sonicjobs's Privacy Policy and Terms & Conditions will apply.

SonicJobs' Terms & Conditions and Privacy Policy also apply.

Sonic Summary

info
  • The job title is AI/DSP Kernel Optimization Engineer based in Bangalore for the first 3 to 4 months, transitioning to a hybrid work model thereafter.
  • Candidates should have at least 2 years of experience in C/C++ programming and a basic understanding of AI/Deep Learning models.
  • Responsibilities include developing and optimizing AI inference kernels, performing performance tuning, and integrating kernels into the AI pipeline.
  • The position requires knowledge of SIMD/vectorization, Intrinsics, and profiling/debugging skills, with a preference for experience in AI/ML inference optimization.
  • The salary for this full-time role is competitive, though specific figures are not provided.
Job Title: AI/DSP Kernel Optimization Engineer
Job Location: Bangalore for first 3 to 4 months and then hybrid mode
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:
• 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





Learn more about this Employer on their Career Site

Apply now in a few quick clicks

By applying, a Sonicjobs account will be created for you. Sonicjobs's Privacy Policy and Terms & Conditions will apply.

SonicJobs' Terms & Conditions and Privacy Policy also apply.