R&D Engineer - XR AI Software and Systems

About the job

Job Description Required Skills and Aptitudes: • Hands-on experience in ML/AI tools development involving Deep Learning frameworks like Pytorch 1.x, 2.x, Executorch, TensorFlow, ONNX, etc. • Strong understanding of model architectures across CV, NLP, LLMs, LVMs and Multi-Modal NWs. • Strong understanding and experience in working on inference graph optimization, Quantization, speculative and self-speculative decoding techniques, pruning and compression techniques, etc. • Understanding of performance and accuracy metrics for different classes of neural NWs. • Skills in tuning for best accuracy and performance and troubleshooting accuracy and performance issues is a plus. • Hands-on Experience with Object Oriented Design, design patterns. • Strong python / C++ implementation skills (Skill level > 7/10). • Strong in Data structures & Algorithms (Skill level > 7/10). • Hands-on knowledge of LLM fine tuning, Quantization aware training is a plus. • Knowledge of machine learning runtimes like ONNX Runtime, Pytorch, and TF runtimes is a plus. • Develop new and innovative ideas (e.g., IDFs) for a product or feature area. • Excellent analytical, development, and debugging skills.

Requirements

• Deep Learning Frameworks
• Graph Optimization
• Python
• C++
• Data Structures
• Algorithms

Preferred Technologies

• Deep Learning Frameworks
• Graph Optimization
• Python
• C++
• Data Structures
• Algorithms

About the company

Qualcomm’s XR AI team in Bangalore is looking for developers to develop AI tools for tuning GEN AI and Multi Modal models for its XR and Wearables product line, focusing on efficient AI inferencing.