Company:
Qualcomm China
Job Area:
Engineering Group, Engineering Group > Software Applications EngineeringGeneral 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
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.
Qualcomm is an equal opportunity employer. If you are an individual with a disability and need an accommodation during the application/hiring process, rest assured that Qualcomm is committed to providing an accessible process. You may e-mail [email protected] or call Qualcomm's toll-free number found here. Upon request, Qualcomm will provide reasonable accommodations to support individuals with disabilities to be able participate in the hiring process. Qualcomm is also committed to making our workplace accessible for individuals with disabilities. (Keep in mind that this email address is used to provide reasonable accommodations for individuals with disabilities. We will not respond here to requests for updates on applications or resume inquiries).
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.
To all Staffing and Recruiting Agencies: Our Careers Site is only for individuals seeking a job at Qualcomm. Staffing and recruiting agencies and individuals being represented by an agency are not authorized to use this site or to submit profiles, applications or resumes, and any such submissions will be considered unsolicited. Qualcomm does not accept unsolicited resumes or applications from agencies. Please do not forward resumes to our jobs alias, Qualcomm employees or any other company location. Qualcomm is not responsible for any fees related to unsolicited resumes/applications.
If you would like more information about this role, please contact Qualcomm Careers.
