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NXP Semiconductors

Lead Software Engineer – AI Operators

Reposted 4 Days Ago
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In-Office
Hyderabad, Telangana
Senior level
In-Office
Hyderabad, Telangana
Senior level
Lead design, implementation, and optimization of AI operator kernels for custom ISA-based edge AI processors. Architect operator stack, write and profile high-performance C/C++ and assembly kernels, debug performance bottlenecks, and collaborate with hardware, compiler, and application teams while mentoring engineers.
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Job Summary:

As a Lead Software Engineer, you’ll take ownership of the end-to-end software stack, design, implementation, and optimization of our core AI operator modules/kernels. You will be working with diverse cross-functional teams, enhance the performance, reliability, and scalability of our edge AI processors. Your contributions will directly impact our ability to deliver best-in-class Edge AI/ML performance across our product portfolio.

What You’ll Do:

·      Architectural Leadership: 

o   Define and lead the evolution of our AI operators/kernel architecture to maximize performance and efficiency on our custom ISA-based hardware. 

o   Evaluate cutting-edge technologies and methodologies to enhance AI operator capabilities. 

o   Drive proof Of concepts for addition of new operators and solutions that help improve overall performance and stability of software stack.

o   Guide developers technically to ensure on-time deliverables closure.

  • Innovation & Continuous Learning:
    • Stay current on emerging trends in AI operator  development, and specialized ISA optimizations.
    • Champion a culture of innovation by proposing and implementing forward-thinking solutions that drive our technology forward. 
  • Cross-Functional Collaboration:
    • Work closely with hardware architects, compiler teams, and application developers to ensure seamless integration of kernel components with higher-level systems.

o   Be a technical point of contact supporting HW and other Software cross functional teams.

  • Design and Development:
    • Design and Development of our AI operator modules/kernels to maximize performance and efficiency on our custom ISA-based edge AI processors.
    • Develop, optimize, and maintain high-performance kernel-level code in C/C++ (and assembly when needed) for AI/ML operators.
  • Performance Optimization & Debugging:
    • Utilize advanced profiling and debugging tools (e.g., GDB, trace analyzers) to diagnose and resolve performance bottlenecks.
    • Drive continuous performance improvements through rigorous testing and iterative optimization strategies.

What We’re Looking For:

·       Educational Background: 

o   Bachelor’s or Master’s degree in Computer Science, Electrical/Computer Engineering, or a related field; a Ph.D. is a strong plus. 

·       Proven Expertise: 

o   8+ years of hands-on experience in kernel or low-level systems software development, with demonstrable contributions to production-quality code. 

o   Deep knowledge of OS internals, memory management, process scheduling, and performance tuning. 

o   Expertise in system-level programming using C/C++ and proficiency in assembly language for specialized ISA implementations. 

·       Technical Mastery: 

o   Strong familiarity with kernel debugging and profiling tools (e.g.,  GDB, Gprof, or equivalent). 

o   Track record of optimizing software performance in complex, high-performance computing environments. 

·       Leadership & Collaboration: 

o   Proven track record of leading technical projects and mentoring engineering teams. 

o   Exceptional problem-solving skills and the ability to work effectively across multiple disciplines. 

·       Bonus Points: 

o   Experience with AI/ML operator development or specialized compiler optimizations. 

o   Exposure to hardware/software co-design and emerging trends in AI hardware acceleration. 

More information about NXP in India...

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