Research Scientist, Generative AI Fashion - Google
Mountain View, CA
About the Job
Minimum qualifications:
- PhD degree in Computer Science, a related field, or equivalent practical experience.
- One or more scientific publication submission(s) for conferences, journals, or public repositories.
- Experience in computer vision and machine learning.
- Experience coding in Python.
Preferred qualifications:
- 2 years of experience in coding.
- 1 year of experience owning and initiating research agendas.
- Track record of publication in computer vision/graphics conferences (such as CVPR, ECCV, ICCV) or journals (such as SIGGRAPH, SIGGRAPH Asia, TPAMI).
- Expertise in image/video generation.
- Expertise in diffusion.
About the job
As an organization, Google maintains a portfolio of research projects driven by fundamental research, new product innovation, product contribution and infrastructure goals, while providing individuals and teams the freedom to emphasize specific types of work. As a Research Scientist, you'll 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. From creating experiments and prototyping implementations to designing new architectures, our research scientists work on real-world problems that span the breadth of computer science, such as machine (and deep) learning, data mining, natural language processing, hardware and software performance analysis, improving compilers for mobile platforms, as well as core search and much more.
As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your 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.
Come join the Apparel Machine Learning team. Our team built the successful virtual try-on feature on Google Search and Ads, and we're now expanding to work on video generation and virtual try-on for anyone. If you love generative AI, are excited about inventing and building models to generate images and videos, dig deeper into architectures, and invent new things, you've come to the right place. We have a lot of training data, compute, and passion to build the best virtual try on experience in the world. We're both publishing and launching a unique combination.
Responsibilities
- Invent and build new generative AI-based models for fashion-focused generative AI experiences focused on images and videos.
- Invent new architectures to enable the highest quality video generation.
- Tune existing virtual try-on and garment generation.
- Collaborate across Google Product Areas and Google DeepMind on novel generation techniques.
- Author research papers to share and generate impact of research results across the team and in the research community.
