Machine Learning Framework, Compiler & Performance Engineer (Multiple Levels)
Description For Machine Learning Framework, Compiler & Performance Engineer (Multiple Levels)
Qualcomm is seeking a Machine Learning Framework, Compiler & Performance Engineer to join their ML Systems Team. This role sits at the intersection of AI innovation and hardware optimization, focusing on developing and evolving ML/AI compilers and analyzing ML/AI algorithms for future hardware/software offerings. The position offers an opportunity to work with cutting-edge technology in mobile AI and edge computing, contributing to Qualcomm's vision of making AI ubiquitous. The ideal candidate will have strong expertise in compiler design, machine learning frameworks, and performance optimization. You'll be working in a collaborative environment, participating in customer engagements, and driving innovation in ML/AI technology. Qualcomm offers comprehensive benefits, including health coverage, professional development opportunities, and a supportive work culture focused on innovation and growth. This role provides a unique opportunity to impact the future of AI technology while working with industry-leading experts in a company that's at the forefront of mobile and AI innovation.
Responsibilities For Machine Learning Framework, Compiler & Performance Engineer (Multiple Levels)
- Development and evolution of ML/AI compilers
- Implementing algorithms for compiling ML/AI workloads
- Creating algorithms that couple PyTorch framework to Qualcomm ML/AI Compiler flows
- Analysis of performance/area/power trade-offs for future HW and SW ML algorithms
- Pre-Silicon prediction of performance for various ML algorithms
- Running, debugging and analyzing performance simulations
- Working in cross-site, cross-functional teams
Requirements For Machine Learning Framework, Compiler & Performance Engineer (Multiple Levels)
- Bachelor's degree in Science, Engineering, or related field with 6+ years experience, or Master's with 5+ years, or PhD with 4+ years
- Strong object-oriented design principles
- Strong knowledge of C++ and Python
- Experience in compiler design and development
- Knowledge of network model formats/platforms (eg. Pytorch, ONNX)
- Knowledge of software development processes
- Strong problem-solving, analytical and debugging skills
- Strong communication skills
Benefits For Machine Learning Framework, Compiler & Performance Engineer (Multiple Levels)
- World-class health coverage for employees and dependents
- Financial planning and future security programs
- Emotional/mental health support
- Wellbeing programs
- Continuous learning and development programs
- Tuition reimbursement
- Mentorship programs
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