AI SDK Software Engineer Full-time

Company:

Qualcomm China

Job Area:
Engineering Group, Engineering Group > Software 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 Engineer, you will design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or specialized utility programs that launch cutting-edge, world class products that meet and exceed customer needs. Qualcomm Software Engineers collaborate with systems, hardware, architecture, test engineers, and other teams to design system-level software solutions and obtain information on performance requirements and interfaces.

Minimum Qualifications:
• Bachelor’s degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.
OR
Master’s degree in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.
OR
PhD in Engineering, Information Systems, Computer Science, or related field.
• 2+ years of academic or work experience with Programming Language such as C, C++, Java, Python, etc.

Job overview:

As part of the engineering team of Qualcomm China, mainly focus on automotive infotainment and ADAS platform, we are looking for talented engineers with experiences in machine learning to enable embedded deep learning.

We combine high performance software with cutting edge hardware to run deep neural nets fast, and we enhance your driving experience in the most efficient way possible on that powerful Snapdragon chipset in your car.

You will work with neural network frameworks like Pytorch and TensorFlow, extend our neural net engine to support the latest and SOTA DNNs emerging from the research community and industry, and optimize for Qualcomm next generation hardware acceleration cores (Hexagon DSP/Adreno GPU/CPU).

The work scope includes but not limit to:

• Development and bug fix in Qualcomm Neural network SDK (QNN/AI Engine Direct SDK).
• Neural network operator development, with Hexagon DSP or SIMD accelerator.
• Performance and accuracy tuning and optimizations with QC AI Engine Direct SDK.
• Algorithms prototype design and implementation for user defined operators.
• Practices on quantization aware training and post-training quantization.
• Co-work with our global team on new feature design and implementation.
• Support testing team to improve the quality of our products.
• Support customer to deploy their neural networks with highest performance and accuracy.

Minimum Qualifications:

• 3+ years C/C++ programming experience on Linux or other embedded system.
• Excellent communication skills (verbal, presentation, written).
• Ability to collaborate across a globally diverse team, have a good sense of responsibility and teamwork.
• Experienced with Python programming. Have the concept of SDK development for variant system platforms.
• Familiar with ARM architecture.

Preferred Qualifications:

• Enthusiasm in machine learning technology. Hand-on experience in design/implementation of deep learning networks via modern frameworks.
• Excellent software design, problem solving, debugging, documentation and presentation skills and proved experiences.
• Development on deep learning inference framework relevant practical experience is a plus, such as QNN, TfLite, NCNN, TNN, MACE, etc.
• Familiar with fixed-point quantitative algorithms and implementation.
• Familiar with popular deep learning frameworks: TensorFlow, Pytorch, ONNX, etc.
• Familiar with parallel programing, such as OpenCL, NEON, OpenMP, Cuda, etc.
• DSP software development and algorithm implementation, familiar with Hexagon/HVX is a big plus.
• Having quantization experience on TensorFlow or Pytorch is a plus.
• Experienced with LLM/LVM or ASR/NLP related models is a plus.

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

Although this role has some expected minor physical activity, this should not deter otherwise qualified applicants from applying. If you are an individual with a physical or mental disability and need an accommodation during the application/hiring process, please call Qualcomm’s toll-free number found here for assistance. Qualcomm will provide reasonable accommodations, upon request, to support individuals with disabilities as part of our ongoing efforts to create an accessible workplace.

Qualcomm is an equal opportunity employer and supports workforce diversity.

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.