Job Information
Qualcomm Sr Lead Engineer - AI ML in Bangalore, India
Company:
Qualcomm India Private Limited
Job Area:
Engineering Group, Engineering Group > Software Applications Engineering
General Summary:
Skills/experience:
Very strong in C/C++/Python programming and algorithm development.
Experience with at least one machine learning framework like ONNX, TensorFlow, Keras, PyTorch, etc. is a plus.
Experience with embedded systems development or equivalent.
Understanding of software development and debugging in embedded environments. Excellent communication skills (verbal, presentation, written).
Responsibilities:
Enable pre-trained AI models on customer devices/framework.
To be able to show demo with pre-trained models for respective use cases on Android/Linux.
Optimize model execution time on GPU/DSP, to meet customer criteria.
Education requirements:
Bachelor's/Master's in Computer Science, Computer Engineering, or Electrical Engineering
Preferred Qualifications
Familiarity with neural network operators and model formats including PyTorch, ONNX, and Tensorflow.
Experience with machine learning accelerators or GPU development, optimizing algorithms for hardware acceleration cores using OpenCL, or ML specific cores Experience with ML application development
Knowledge in mathematical operations: linear algebra, fast math libraries
Minimum Qualifications:
• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Applications Engineering, Software Development experience, or related work experience.
OR
Master's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Applications Engineering, Software Development experience, or related work experience
OR
PhD in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Applications Engineering, Software Development experience, or related work experience.
• 1+ year of any combination of academic and/or work experience with Programming Language such as C, C++, Java, Python, etc.
• 1+ year of any combination of academic and/or work experience with debugging techniques.
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