Qualcomm AI SW Job Opening
2021 AI New Grades
AI SW Engineer
Company:
Qualcomm Semiconductor Limited
Job Area:
Engineering Group, Engineering Group > Software 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.
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.
Do you want to work in the biggest emerging field of technology since the birth of the Internet? Machine learning is going to change EVERYTHING. We are rapidly expanding our AI Enablement Center in Taiwan. This lab will join a large number of other AI R&D labs around the world. We invite you to join our new lab to apply your skills to expand Qualcomm already impressive AI portfolio, with a special focus on IoT/Compute applications and devices. We combine high performance software with cutting edge hardware to run deep neural nets fast, and we do it with the lowest power on our incredible range of Snapdragon processors. In this position you will be responsible for enabling advanced machine learning usage scenarios on top of Qualcomm hardware and software infrastructure and participate in system software development, maintenance and evolution for ML computing SDK for Qualcomm processors. You will work with neural network frameworks like PyTorch and TensorFlow, extend our neural net engine to support the latest and greatest DNNs emerging from the research community, and optimize for next generation hardware acceleration cores. You will also validate the performance and accuracy of the engine through detailed analysis and test coverage. Live and breathe software development with excellent analytical, development, and debugging skills and partner with industry-leading organizations for delivering next generation of machine learning technology into the hands of millions.
Minimum Qualifications
o Bachelor's degree in Engineering, Information Systems, Computer Science, or related field.
o 2+ years Software Engineering or related work experience.
o Good experience with Programming Language such as C, C++, Java, Python, PyTorch etc.
o Ability to write solid system software with C++
o Familiar with at least one of Android, Embedded Linux and Windows development environments
Preferred Qualifications
2-8 years of software experience within the wireless, telecommunications or semiconductor industry.
IoT experience or devices (home speaker, security camera, etc) experience.
Good C/C++ skills and embedded programming skills.
Experience in Linux/Android software development in both user space and kernel space. System level issues debugging with JTAG or gdb tool.
Expertise in at least one of the following areas:
o DSP software development and algorithm implementation.
o OpenCL programming and debugging.
o Performance profiling and optimization for parallel computing.
o Image processing, computer vision, and object/face detection specially.
o Understand compiler technology: Familiar ML compilers such as TVM/Glow/XLA, LLVM/GCC backend development, optimization analysis and implementation is plus
o AI experience: Deep Learning/CNN basic knowledge, training network to solving practical problems, familiar with Tensorflow/Pytorch framework ...etc is plus.
Enthusiasm in machine learning technology. Hand-on experience in design/implementation of deep learning networks via modern frameworks, including TensorFlow, Pytorch, etc.
Ability to quickly learn new technologies and work on resolving customer reported technical problems during mobile or wireless communication product development cycles.
Excellent analytical, problem solving and Communication skills and willingness to work with customers