Responsibilities
Own and deliver key aspects of the AI stack and provide solutions that make a difference
Coordinate development with various teams to ensure a cohesive product
Ability to work with larger teams to push an idea forward
Development of optimization algorithms for ML operators/layers for the Qualcomm AI SW stack
Development of AI SW stack framework enhancements for optimal resource usage while running a neural network on Qualcomm hardware
Development of software tools for profiling, and debugging to support rapid deployment of new neural networks in this fast changing field
Evaluating and optimizing neural networks runtime performance and accuracy
Working with customer teams to enable state of the art network models and new AI SW features to meet customer use-cases
Collaborating with AI hardware and architecture teams to continuously improve our AI solution
Being an active contributor to the development process to ensure commercial quality software releases
Participate in software quality process improvements
Ideal candidates will demonstrate the following
5+ years industry experience
Enjoy software development with excellent programming capability and analytical, development, and debugging skills
Curiosity and willingness to continually learn new things and propose new ideas
C++ expertise and work experience
Android or embedded Linux software development preferred
Optimizing algorithms for hardware acceleration cores using OpenCL, OpenGL ES, and / or DSPs
Experience with Python numpy and deep learning frameworks such as TensorFlow, PyTorch
Background in mathematical operations: linear algebra, fast math libraries, multi-threading and vector instruction sets
Excellent communication skills (verbal, presentation, written)
Ability to collaborate across a globally diverse team and multiple interests
Applicants: Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail disability-accomodations@qualcomm.com or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).
