Job Information
Qualcomm Engineer - AI/ML Tools and Performance Tuning in Bangalore, India
Company:
Qualcomm India Private Limited
Job Area:
Engineering Group, Engineering Group > Software Engineering
General Summary:
Job Overview:
• Bachelor's degree in Electronics/Communication Engineering, Information Systems, Computer Science, or related field.
• 0-2 years’ development experience with C/C++ Embedded Linux/Windows software and good programming skills.
• Good understanding of AI/ML concepts.
• Responsible for seamless enablement of Windows AI/ML platform on Qualcomm Snapdragon through Neural Processing Engine/AI software stack. This includes AI model optimization using model conversion, optimization, online/offline graph creation, and backend processing for best performance on CPU/GPU/NPU using Qualcomm Neural Network.
• Explore and iterate on finding optimal tiling and data movement strategies for the latest AI models, including generative AI and new models.
• Good hands-on experience with troubleshooting software and system issues.
• Strong aptitude, quick learner, self-motivated, willing to explore and work across breadth of various technology areas.
Preferred Qualifications
• In-depth knowledge of AI/ML concepts and techniques
• Familiarity with implementation of key ML operations like CONV, EINSUM and non-linear operators with focus on power, performance and memory optimization, enablement of generative AI and new models on NPU backend
• Good understanding of AI frameworks ONNX, Pytorch and TF
• Experience with AI/ML inference stacks such as ONNXRuntime, TFlite etc.
• Experience with GPU/NPU backend acceleration
Minimum Qualifications:
• Bachelor's degree in Computer Science, Engineering, Information Systems, or related field and 2+ 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 1+ year of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience.
OR
PhD in Computer Science, Engineering, Information Systems, or related field.
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If you would like more information about this role, please contact Qualcomm Careers (http://www.qualcomm.com/contact/corporate) .
EEO Employer: Qualcomm is an equal opportunity employer; all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or any other protected classification
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