Google is looking to solve problems in computational photography, videography, and content creation and transformation through innovative research in goals/graphics/ML.
Requirements
- PhD in Computer Science, Electrical Engineering or related technical fields, with a focus on one of the following: generative models, computational photography, ML, computer vision , image processing, computer graphics , or equivalent practical experience.
- 2 years of experience in computer vision and machine learning, or research achievements in the field of computational photography (e.g., product ownership, publications).
- 2 years of experience leading a research agenda.
- Experience in Python programming.
- Publications at Machine Learning (ML), vision or graphics conferences, such as NeurIPS, ICLR, ICML, CVPR, ECCV, ICCV or SIGGRAPH.
- Experience in machine learning, neural nets.
- Experience with Computer Vision or Graphics.
Responsibilities
- Develop and apply innovative research in goals/graphics/ML to a number of applications at Google, including Computational photography, Computational videography and Content creation and transformation.
- Identify and solve creative new problems, and conduct fundamental research.
- Setup large-scale tests and deploy promising ideas quickly and broadly, managing deadlines and deliverables while applying the latest theories to develop new and improved products, processes, or technologies.
- Create experiments and prototyping implementations to designing new architectures, working on real-world problems that span the breadth of computer science.
- Contribute to the wider research community by sharing and publishing findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.
- Imagination and building the future of photography and videography.
- Reinventing digital imagery like from new algorithms for creating the quality images and videos on mobile devices, to creating new ways of capturing and reliving the experiences.
Other
- PhD in Computer Science, Electrical Engineering or related technical fields.
- 2 years of experience leading a research agenda.
- Ability to work in a changing, collaborative environment with excellent communication skills.
- Excellent programming skills in Python and C/C++.
- Travel and collaboration with research programs at partner universities and technical institutes all over the world may be required.
