Engineer, Senior Machine Learning (ML Compiler)

Company:

Qualcomm India Private Limited

Job Area:

Engineering Group, Engineering Group > Software Engineering

General Summary:

s 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.

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 Lead Engineer, you will see your work directly impact billions of devices worldwide.

Key Responsibilities:

• Lead the design, development, and implementation of AI/ML solutions across multiple domains.
• Collaborate with cross-functional teams to ensure seamless integration of AI/ML components within the broader framework.
• Mentor and coach junior engineers, providing development experiences and networking opportunities.
• Address and resolve issues related to AI models optimizations, ensuring high performance and accuracy of AI models.
• Conduct research on industry trends and innovations in AI/ML to adopt best practices in solutions and deliverables.
• Develop and optimize quantization techniques for AI/ML models, ensuring efficient execution on Qualcomm hardware
• Manage project timelines, objectives, and goals, ensuring efficient use of resources across functional areas.
  
  

Minimum Qualifications:

Bachelor's degree in Engineering, Computer science or a related field and 4+ years of experience of Software engineering or related work experience

OR

Master's degree in Engineering, Computer science or a related field and 3+ 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 compilers (TVM, Glow) is a plus
• Knowledge of machine learning runtimes like ONNX Runtime and TF runtimes is a plus
  
  

Experience - 4+ yrs

Minimum Qualifications:

• Bachelor's degree in Engineering, Information Systems, Computer Science, or related field and 3+ years of Software Engineering or related work experience.
  
  

OR

Master's degree in Engineering, Information Systems, Computer Science, or related field and 2+ years of Software Engineering or related work experience.

OR

PhD in Engineering, Information Systems, Computer Science, or related field and 1+ year of Software Engineering or related work experience.

• 2+ years of academic or work experience with Programming Language such as C, C++, Java, Python, etc.
  
  

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 [HIDDEN TEXT] 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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