Staff Engineer - AISW
Core
Design, develop, and optimize AI/ML solutions and neural network models for Qualcomm chips to run on devices without cloud connection.
Role type
Staff Engineer (AI Software)
Builds
AI/ML solutions, neural network models, and optimized software for Snapdragon platforms
Domain
Mobile, AR/VR, IoT, Auto ADAS, Heterogeneous Computing
Deliverable
production ML models
Required skills
AI/ML solution design, SW architecture, C++, Python, PyTorch, TensorFlow, ONNX, Quantization, Model optimization
Preferred skills
Deep learning frameworks (ONNX, PyTorch), CV/NLP/LLM/GenAI architectures, Quantization (8-bit, 4-bit), ML compilers (TVM, Glow), ML runtimes (ONNX Runtime, TF runtimes), Design patterns (SOLID)
Responsibilities
Lead design and implementation of AI/ML solutions, Collaborate on integration of AI/ML components, Mentor junior engineers, Optimize AI models for performance and accuracy, Research industry trends in AI/ML, Develop quantization techniques, Manage project timelines and resources
Seniority
Staff, hands-on IC with mentorship
