Company:

Qualcomm India Private Limited:

Job Area:

Engineering Group, Engineering Group > Systems Test Engineering

General Summary:

Responsibilities:

• Research, design, develop, enhance, and implement the different components of machine learning framework, compilers based on performance and code-size needs of the customer workloads and benchmarks.

• Analyze software requirements, determine the feasibility of design within the given constraints, consult with architecture and HW engineers, and implement software solutions best suited for Qualcomm's SOCs.

• Analyze and identify system level integration issues, interface with the software development, integration and test teams.

• Minimum Qualifications- Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.

• 15+ years Systems Engineering or related work experience.

Preferred Qualifications:

• Has internal working knowledge of Machine learning frameworks like Pytorch, Tensorflow.

• Has experience in model level optimization using techniques like torch compile.

• LLVM or any industrial strength compiler development experience is a plus.

• Experience in MLIR is a plus.- Knowledge of the structure and function of the compiler internals.

• Hands on experience writing SIMD and/or multi-threaded high-performance code is a plus.

• Hands-on experience implementing DSP Kernels a plus

• Experience in Programming in memory is a plus.

• Hands-on Experience in C/C++, Python development (5+ years)

• Hands-on Experience with Object Orientated Design, TDD development solutions such as Google Test etc. (4+ years)

• Experience with Source Code and Configuration management tools, git knowledge is required

• Willingness to work in a cohesive software development environment with ability to work on low level implementation (code & test) and interfacing with hardware and simulators

• Experience in neural network architectures + ML compiler workload synthesis, a plus

• Prior working experience of hardware accelerators and hardware software co-design

• Experience in using C++ 14/17 (advanced features)

• Experience at both the firmware (RTOS) and system level (Linux) in SOC

• Experience of profiling software and optimization techniques

• Passion to drive to develop leading-edge "deep learning" framework and algorithms working on mobile and embedded platforms.

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 6+ years of Systems Test Engineering or related work experience. OR
  Master's degree in Engineering, Information Systems, Computer Science, or related field and 5+ years of Systems Test Engineering or related work experience.
  OR
  PhD in Engineering, Information Systems, Computer Science, or related field and 4+ years of Systems Test Engineering or related work experience.

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