Neural Rendering Researcher

7 days ago


Toronto, Canada Qualcomm Full time

**Company**: Qualcomm Canada ULC **Job Area**: Engineering Group, Engineering Group > Machine Learning Researcher **General Summary**: Qualcomm AI Research is looking for world-class researchers in deep learning, to join a high-caliber team of engineers inventing machine learning technology to provide best-in-class solutions while running with the most efficient use of power, memory, and computation. **Minimum Qualifications**: - Master's degree in Computer Engineering, Computer Science, Electrical Engineering, or related field and 2+ years of Hardware Engineering, Software Engineering, Systems Engineering, or related work experience. OR PhD in Computer Engineering, Computer Science, Electrical Engineering, or related field. - 6+ months of experience developing and/or optimizing machine learning models, systems, platforms, or methods. **The R&D work responsibility for this position focuses on the following** - Deep learning research on real-time rendering and neural reconstruction (e.g. neural radiance fields, super-resolution for gaming, neural denoising of ray-traced images ) - Identify, study, and reproduce the state-of-the-art - Innovate, create demos, and publish at top-tier conferences **Ideal cand**idates will demonstrate the following**: - Master’s degree in Computer Science, Engineering, Information Systems, or related field. - Solid foundation in deep learning - Extensive experience in modeling, implementing, and training neural networks in high-level languages and frameworks like PyTorch or TensorFlow **Other desirable skills**: - Ability to drive early-stage research - Experience with NeRFs or similar models - Experience with super-resolution models - Track record of research excellence and high-quality publications (e.g. SIGGRAPH, ICLR, NeurIPS, CVPR, ICML, ICCV, etc.) - PhD in Computer Science, Engineering, or related field Qualcomm expects its employees to abide by all applicable policies and procedures, including but not limited to security and other requirements regarding protection of Company confidential information and other confidential and/or proprietary information, to the extent those requirements are permissible under applicable law. If you would like more information about this role, please contact Qualcomm Careers.



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