Qualcomm Machine Learning Compiler Engineer 

United States, California 

81722433

Job Area:

Engineering Group, Engineering Group > Machine Learning Engineering

Responsibilities include: Create state-of-the-art machine learning development tools and software libraries. Design software libraries to assist in building and executing machine learning models. Develop computer algorithms to complete specific software tasks for cutting edge computer vision, speech, and machine learning experiences for the end users of our software stack. Build compiler toolchain to translate, convert and optimize machine learning models. Define and build user-facing application programming interfaces and software packages to enable users to interact with software. Interact with customers as needed and provide engineering roadmap to assist in prioritization of deliverables.

Minimum Qualifications:

• Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

Master's degree in Computer Science, Engineering, Information Systems, or related field and 3+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

PhD in Computer Science, Engineering, Information Systems, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.

Preferred Qualifications:

• Master's degree in Computer Science, Engineering, Electrical Engineering, or related field.

• Experience with compiler development and computer architecture

• ML experience

• A degree in the field of computer science or applied mathematics

• Experience with software engineering

• Solid intellectual ability, motivation, and a strong history of achievement

• Excellent oral and written communication skills

• Experience with MLIR, MLIR Dialects (LinAlg, Affine), Pytorch 2.0, TVM, Triton, and/or LLVM

• SYCL experience

• ML applications and ML optimization experience

• ML architecture experience

• High performance computing experience

• Polyhedral compiler optimization experience

• Loop transformation and vectorization experience

• GPU programming, parallel programming experience

• General optimization experience

Principal Duties and Responsibilities:

• Work on a wide range of ML compilers

• Improve ML compiler optimization capabilities through benchmark analysis and profiling

• Innovate new ML compiler and optimization algorithms

• Upstream compiler algorithms to open-source compiler projects

• Author research publications and represent the company in conferences and industry forums

• For senior levels - Lead and manage projects while doing substantial technical work

Level of Responsibility:

• Works independently with minimal supervision.

• Provides supervision/guidance to other team members.

• Decision-making is significant in nature and affects work beyond immediate work group.

• Requires verbal and written communication skills to convey complex information. May require negotiation, influence, tact, etc.

• Has a moderate amount of influence over key organizational decisions (e.g., is consulted by senior leadership to make key decisions).

• Tasks do not have defined steps; planning, problem-solving, and prioritization must occur to complete the tasks effectively.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

:

$160,500.00 - $240,700.00