Company: Qualcomm China Job Area:Engineering Group, Engineering Group > Software Applications Engineering General Summary: Main Responsibilities Option 1: Deep Learning Models Compiling, Algorithm optimization, Performan…
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Full-time
bachelor degree, postgraduate degree
Posted 22d ago
~40 hrs/week
Responsibilities
The role involves compiling deep learning models, optimizing algorithms, and developing graph and backend compilers. Additionally, the engineer will develop multimedia software based on the Qualcomm Mobile/AI Service platform.
Requirements
Candidates need a degree in Computer Science or Engineering with 2-4+ years of experience depending on the degree level. Proficiency in C++/Python/Java and familiarity with major AI frameworks and accelerator architectures are required.
Full job description
Company:
Qualcomm China
Job Area:
Engineering Group, Engineering Group > Software Applications Engineering
General Summary:
Main Responsibilities
Option 1: Deep Learning Models Compiling, Algorithm optimization, Performance Benchmark, AI application intergration, AI framework Intergeration, Graph and Backend Compiler Development. Option 2: Multimedia software development based on the Qualcomm Mobile/AI Service platform.
Skills / Experience Required
1. Good knowledge for software development and debug. 2. C++/Python/Java programming experience. 3. Be familiar with one or more AI frameworks like Tensorflow, Pytorch, Mxnet, Caffee2, ONNX. 4. Be familiar with major machine learning and deep understanding for deep learning like CNN, LSTM, RNN, know how for computing benchmark test like MLPerf. 5.Be familiar with Google Colab, Jupyter Notebook, Jupyter Hub 6. Be familiar with major AI accelerator chip architecture , like GPU card or data center experience. 7. Good verbal and written communication skills in English.
Education Requirements Degree Major, GPA, Courses
BS in Electrical Engineering, Microelectronic, Information Systems, Computer Science, or related field, MS preferred.
Minimum Qualifications:
• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 4+ 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 3+ years of Software Applications Engineering, Software Development experience, or related work experience. OR PhD in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Applications Engineering, Software Development experience, or related work experience.
• 2+ years of experience with Programming Language such as C, C++, Java, Python, etc. • 1+ year of experience with debugging techniques.
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Offices: Qualcomm, San Diego, CA 92121, US · 2 Whitefield Road, Bengaluru, Karnataka 560066, IN · Hitech City Road, Hyderabad, TS 500081, IN
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