High-Performance Kernel Developer

3 days ago

Hyderabad, Telangana, India beBeeKernel Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

Job Overview :

We are seeking a seasoned professional to spearhead the development of cutting-edge kernel components for our custom hardware, specifically designed to optimize AI/ML workloads. In this role, you will be responsible for designing, developing, and performance tuning core kernel modules that directly impact the efficiency and reliability of AI/ML workloads on our bespoke hardware. You will collaborate closely with compiler teams, hardware architects, and application developers to deliver an operator that maximizes performance while meeting stringent accuracy and latency requirements.

Main Responsibilities :

Kernel Design & Development :

- Develop and refine core kernel modules, optimized for both performance and energy efficiency under AI/ML workloads.

- Collaborate with hardware architects, compiler teams to align kernel design with underlying ISA capabilities and seamless integration of AIML models.

- Analyse kernel performance, identify bottlenecks, and implement optimizations at the software and feedback to the hardware for next generation improvements.

- Ensure code quality, performance testing, and validation of kernels adhere to industry best practices.

- Stay current on emerging trends in ISA design, low-level programming, and AI/ML hardware acceleration.

- Document kernel components effectively.

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 beneficial.

- 3+ years of industry experience in kernel or low-level system software development, with a strong background in optimizing performance for specialized hardware.

- Strong understanding of assembly language, computer architecture, ISA design/Development, and related performance optimization techniques.

- Demonstrated experience in using debugging and performance profiling tools (e.g., kernel debuggers, profilers, trace analyzers).

- Experience with developing AI/ML operators or accelerators in hardware-software co-design environments, is advantageous.

What We Offer :

- Opportunity to lead innovative kernel development projects at the intersection of AI/ML and custom ISA design.

- Collaborative, dynamic work environment with access to state-of-the-art technology and methodologies.

- Competitive compensation and comprehensive benefits package.

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