Kernel CUDA Developer

1 day ago

Hyderabad, Telangana, India IIT Hyderabad Full time ₹ 20,00,000 - ₹ 25,00,000 per year
  • Kernel Design & Development:
  • Design and development of core kernel modules, optimized for both performance and energy efficiency under AI/ML workloads
  • Design and development of advanced performance profiling/optimization and debugging tools to ensure low latency
  • Analyse kernel performance, identify bottlenecks, and implement optimizations at the software and feedback to the hardware for next generation improvements
  • Ensure to follow and propose industry best practices for code quality, performance testing, and validation of kernels
  • Collaborate with hardware architects, compiler teams to align the kernel design with the underlying ISA capabilities and seamless integration of AIML models
  • Stay current on emerging trends in ISA design, low-level programming, and AI/ML hardware acceleration
  • Ensure that documentation of the kernel components is made

Necessary Qualifications:

  • Bachelors or Masters degree in Computer Science, Electrical/Computer Engineering, or a related field
  • Work experience in C/C++ is required and python is plus
  • 3+ years of industry experience in kernel or low-level system software development, with a strong background in optimizing performance for specialized hardware
  • Appropriate understanding of assembly language, computer architecture, ISA design/Development, and related performance optimization techniques
  • Demonstrated experience in using debugging and performance profiling tools (eg, kernel debuggers, profilers, trace analyzers)
  • Experience with developing AI/ML operators or accelerators in hardware-software co-design environments, is a plus
  • Experience of relevant industry standards and emerging trends in AI hardware acceleration is a plus

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