Qualcomm Machine Learning Compiler labs 

Canada, Ontario, Toronto 

364801186

Job Area:

Engineering Group, Engineering Group > Machine Learning Engineering

Job Description

Our technical approach to compilers emphasizes powerful representations for precisely and compactly modeling programs and the optimization challenges and using advanced mathematics and algorithms for performing optimizations.

This job description spans multiple levels, from entry to experienced. Our team is a good home for compiler developers with advanced degrees, and we have solid mentoring and give substantial responsibility quickly for entry level engineers.

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

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.