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AI Customer Engineer

Qualcomm Inc.
Beijing
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Company:

Qualcomm China

Job Area:

Engineering Group, Engineering Group > Software Applications Engineering

Job Overview:

Qualcomm is a company of inventors that unlocked 5G ushering in an age of rapid acceleration in connectivity and new possibilities that will transform industries, create jobs, and enrich lives. But this is just the beginning. It takes inventive minds with diverse skills, backgrounds, and cultures to transform 5Gs potential into world-changing technologies and products. This is the Invention Age - and this is where you come in.

GENERAL SUMMARY

Qualcomm Customer Engineering Group is looking for experienced engineers to support Qualcomm AI customers.
Work will include training/trouble shooting/debug with Qualcomm Cloud/Edge/Auto/AIoT customers to support their AI applications development, also needs to have good issue analysis skill to narrow down problem area and communication with internal teams to report issues. The job covers a wide range of software stack with industry leading machine learning frameworks, runtimes, and tools. Software capabilities from compilation and execution workflows to monitoring, profiling, visualization, and debugging capabilities. Machine learning frameworks and runtimes include Tensorflow, PyTorch/Caffe2, Mxnet, Glow Runtime, ONNX Runtime, TensorFlow, and others.
The successful applicant should have a diverse skill set including a strong background in machine learning, performance testing and analysis, understanding of accelerator architectures and a passion to drive world-class solutions.
Minimum Qualifications
Bachelor's degree in Engineering, Information Systems, Computer Science, EE or related field.
2+ years Software Engineering or related work experience.
2+ years experience with Programming Language such as C, C++, Java, Python, etc.
2+ years Machine Learning/AI engineering work experience, prefer AI underlayer products (AI chip, framework , graph compiler, DSP, operators development) experience in or for AI hardware companies.
Good understanding and background of Chipset SoC BSP/GPU/VPU(Snapdragon Preferred), Operating System(Linux, QNX), Linux middleware like FFMPEG, GStreamer, OpenGL/OpenCL, QT development.
Preferred Qualifications
Hands-on experience running ML toolkits such as Caffe/Caffe2, PyTorch, and TensorFlow. Solid knowledge of machine learning concepts, algorithms and architectures, including CNNs, LSTM-RNNs, experience on ML model performance evaluation, benchmark, etc.
Understanding of ML Software stack and compiler concepts including graph processing and intermediate representations; hands on experience with LLVM IR or other IR formats, a plus Experience with ONNX or other NN model formats, a plus experience profiling and optimizing software for CPUs and/or GPU/ASIC/DSP applications. Development experience with C++, Python Experience developing software solutions which run in Linux environments including containers and virtual machines.
Experience with lower layer software stack of AI accelerator, including frameworks, graph compiler/runtime (Glow, TVM, TC, TensorRT, etc), model quantization tool a big plus.
Good English communication (written and verbal) and positive interpersonal skills.

Qualcomm Customer Engineering Group is looking for experienced engineers to support Qualcomm AI customers.

Work will include training/trouble shooting/debug with Qualcomm Cloud/Edge/Auto/AIoT customers to support their AI applications development, also needs to have good issue analysis skill to narrow down problem area and communication with internal teams to report issues. The job covers a wide range of software stack with industry leading machine learning frameworks, runtimes, and tools. Software capabilities from compilation and execution workflows to monitoring, profiling, visualization, and debugging capabilities. Machine learning frameworks and runtimes include Tensorflow, PyTorch/Caffe2, Mxnet, Glow Runtime, ONNX Runtime, TensorFlow, and others.

The successful applicant should have a diverse skill set including a strong background in machine learning, performance testing and analysis, understanding of accelerator architectures and a passion to drive world-class solutions.

Minimum Qualifications

Bachelor's degree in Engineering, Information Systems, Computer Science, EE or related field.

  • 2+ years Software Engineering or related work experience.
  • 2+ years experience with Programming Language such as C, C++, Java, Python, etc.
  • 2+ years Machine Learning/AI engineering work experience, prefer AI underlayer products (AI chip, framework , graph compiler, DSP, operators development) experience in or for AI hardware companies.
  • Good understanding and background of Chipset SoC BSP/GPU/VPU(Snapdragon Preferred), Operating System(Linux, QNX), Linux middleware like FFMPEG, GStreamer, OpenGL/OpenCL, QT development.

Preferred Qualifications

Hands-on experience running ML toolkits such as Caffe/Caffe2, PyTorch, and TensorFlow. Solid knowledge of machine learning concepts, algorithms and architectures, including CNNs, LSTM-RNNs, experience on ML model performance evaluation, benchmark, etc.

Understanding of ML Software stack and compiler concepts including graph processing and intermediate representations; hands on experience with LLVM IR or other IR formats, a plus Experience with ONNX or other NN model formats, a plus experience profiling and optimizing software for CPUs and/or GPU/ASIC/DSP applications. Development experience with C++, Python Experience developing software solutions which run in Linux environments including containers and virtual machines.

Experience with lower layer software stack of AI accelerator, including frameworks, graph compiler/runtime (Glow, TVM, TC, TensorRT, etc), model quantization tool a big plus.

Good English communication (written and verbal) and positive interpersonal skills.

Minimum Qualifications

Education:

Bachelors - Computer Science, Bachelors - Engineering, Bachelors - Information Systems

Work Experiences:

2+ years experience with debugging techniques., 2+ years experience with Programming Language such as C, C++, Java, Python, etc., 2+ years Software Applications Engineering, Software Development experience, or related work experience.

Certifications:

Skills:

Preferred Qualifications

Education:

Work Experiences:

1+ years of work experience in a role requiring interaction with leadership. ,1+ years experience in a customer-facing role. ,4+ years Software Applications Engineering, Software Development experience, or related work experience.

Certifications:

Skills:

Android, Computer Software Programs, Embedded Device Drivers, Embedded Linux, Software Applications

All Qualcomm employees are expected to actively support diversity on their teams, and in the Company.

Applicants: If you are an individual with a disability and need an accommodation during the application/hiring process, please call Qualcomms toll-free number found here for assistance. Qualcomm will provide reasonable accommodations, upon request, 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. Qualcomm is an equal opportunity employer and supports workforce diversity.

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.


We are engineers, scientists and business strategists. We are from many different countries and speak many different languages. We come from diverse cultures and have unique perspectives. Together, we focus on a single goalwe invent breakthrough technologies that transform how the world connects, computes, and communicates.

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Posted: 2021-06-11 Expires: 2021-07-12
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AI Customer Engineer

Qualcomm Inc.
Beijing

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