Sr Staff Engineer, AI/Machine Learning- Autonomous Driving
1 month ago
Company: Qualcomm Canada ULC
Job Area: Engineering Group, Engineering Group > Machine Learning Engineering
General Summary:Qualcomm is a company of inventors that unlocked 5G, ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5G's potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.
Today, more intelligence is moving to end devices, and mobile is becoming the pervasive AI platform. Building on the smartphone foundation and the scale of mobile, Qualcomm envisions making AI ubiquitous - expanding beyond mobile and powering other end devices, machines, vehicles, and things. We are inventing, developing, and commercializing power-efficient on-device AI, edge cloud AI, and 5G to make this a reality.
The AI Processor System software team is looking for talented and passionate engineers to develop and deliver novel embedded AI solutions to enable state-of-the-art AI models on mobile/compute/IoT/embedded/auto platforms for millions of end users.
Minimum Qualifications:- Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 6+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- OR Master's degree in Computer Science, Engineering, Information Systems, or related field and 5+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- OR PhD in Computer Science, Engineering, Information Systems, or related field and 4+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
- Development of end-2-end embedded AI SW stack to run neural network models on Qualcomm leading edge hardware with optimal resource usage.
- Design and enhance the implementation of ML/AI compilers, kernels, and runtime software to improve performance and power efficiency.
- Collaborating with AI Processor Hardware team for high quality implementation of new ML operators/layers to optimally utilize new capabilities in next-gen AI processor.
- Development of debugging/profiling tools and user-friendly SDK for customers to facilitate rapid deployment of their new use cases.
- Challenging the status quo and driving innovations to be the best-of-class.
- Excellent programming capability with low level C/C++.
- Strong software design, development, and debugging skills.
- Optimized Linux, Android, or embedded software development experience.
- Optimization of algebraic operations in algorithms for HW cores.
- Experience in compiler design and development is a big plus.
- Knowledge on deep learning and popular frameworks is an asset.
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 or call Qualcomm's toll-free number found. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able to participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities.
To all Staffing and Recruiting Agencies:Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications, or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees, or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.
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