Machine Learning & AI Applications Engineer

Job Area:

Engineering Group, Engineering Group > Software Applications Engineering

General Summary:

As a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Software Application Engineer, you will provide technical expertise of software systems through technical presentations in support of business development, product demonstrations, design and development of customer specific requirements, commercialization, and maintenance of Qualcomm products. Qualcomm Engineers collaborate with cross-functional teams and customers to address questions, issues, debugging, or troubleshooting regarding software systems and applications.

Main Responsibilities

Deep Learning Models Compiling, Algorithm optimization, Performance Benchmark, AI application intergration, AI framework Intergeration, Graph and Backend Compiler Development. Model accuracy tuning, PTQ/QAT quantization finetune.

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, Transformer, LLM, know how for computing benchmark test like MLPerf.
5. Be familiar with major AI accelerator chip architecture , like GPU card or data center experience.
6. Be familiar with PTQ and QAT workflow and algorithm, has experience of model accuracy finetune.
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 2+ 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 1+ year of Software Applications Engineering, Software Development experience, or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.

• 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.

Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law.

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If you would like more information about this role, please contact Qualcomm Careers.