Lead Machine Learning Engineer
Core
Lead the design, development, and implementation of AI/ML solutions, optimizing models for efficient execution on Qualcomm hardware.
Role type
Lead Machine Learning Engineer (AI/ML optimization)
Builds
AI/ML solutions integrated into broader frameworks
Domain
Artificial Intelligence / Machine Learning / Edge Computing
Deliverable
production ML models
Required skills
SW architecture, PyTorch, TensorFlow, ONNX, C++, Python, Data structures and algorithms, deep learning frameworks, CV, NLP, LLM, GenAI, Classification, Object detection, Quantization (8-bit, 4-bit), Calibration algorithms, machine learning compiler techniques, graphs optimizations, SW design patterns
Preferred skills
machine learning compilers (TVM, Glow), machine learning runtimes (ONNX Runtime, TF runtimes)
Responsibilities
Lead design and implementation of AI/ML solutions, collaborate on integration, mentor junior engineers, resolve model optimization issues, conduct industry research, develop quantization techniques, manage project timelines
Seniority
Senior, hands-on IC with mentorship responsibilities
