This is a hands-on, high-impact role where you'll make decisions on model selection, system architecture, and performance tradeoffs. Dive deep into the code and data by reading research papers, optimizing GPU training performance, debugging tricky edge cases, or reviewing videos to understand remaining failure cases. Research and develop computer vision methods for scene understanding and turn your research into robust, production-ready code.