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 Systems Engineer, you will research, design, develop, simulate, and/or validate systems-level software, hardware, architecture, algorithms, and solutions that enables the development of cutting-edge technology. Qualcomm Systems Engineers collaborate across functional teams to meet and exceed system-level requirements and standards.
Minimum Qualifications:
Job Description:
The AI SW team at Qualcomm is focused on advancing state-of-the-art in Artificial Intelligence across various business segments, including Mobile, AR & VR Technology, IoT, and Auto ADAS. The AISW stack leverages Qualcomm chips' extensive heterogeneous computing capabilities, enabling the running of trained neural networks on devices without needing a cloud connection. This allows neural network models trained in various frameworks on Snapdragon platforms to run at blazing speeds while consuming minimal power. As a Senior Engineer, you will see your work directly impact billions of devices worldwide.
Key Responsibilities:
· Design and develop solutions for onboarding machine learning models onto Qualcomm devices.
· Utilize various ML frameworks to implement and test models.
· Ensure model accuracy and performance on devices, addressing any challenges that arise.
· Identify and resolve issues in Python and ML models, determine root causes, and propose/implement fixes.
· Apply sound reasoning to make informed judgments about solution design.
· Write clean, maintainable code that adheres to good software design principles.
· Collaborate with cross-functional teams to ensure high-quality solutions for customer requirements.
Minimum Qualifications:
· Bachelor’s degree in engineering, Computer science or a related field and 2+ years of experience of Software engineering or related work experience
OR
Master’s degree in engineering, Computer science or a related field and 1+ years of experience of Software engineering or related work experience
· Experience with SW architecture and programming languages.
· Experience with tools and frameworks such as PyTorch, TensorFlow, ONNX, and others.
Preferred Qualifications:
· Excellent development skills in C++ / Python
· Proficient in Data structures and algorithms
· Hands on expertise in deep learning frameworks such as ONNX, PyTorch
· In depth knowledge of state-of-the-art CV, NLP, LLM, GenAI, Classification and Object detection model architectures
· Good understanding of Quantization (8-bit, 4-bit) and Calibration algorithms
· Good understanding of machine learning compiler techniques and graphs optimizations
· Good understanding of SW design patterns and design philosophies (SOLID principles, design patterns)
· Excellent analytical, development, and debugging skills
· Knowledge of machine learning runtimes like ONNX Runtime and TF runtimes is a plus
Applicants: 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 disability-accomodations@qualcomm.com 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).
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