Adobe Research is seeking a Senior Research Scientist in computer graphics, computer vision and machine learning to join the Graphics and 3 D Imaging Research organization with offices based in North America (San Jose, San Francisco, and Seattle). This is an exciting opportunity to imagine and build the creative tools of the future! You will be working with a world-class team of research scientists and engineers to invent algorithms for hard research problems, and incorporate these algorithms in... more details
Our Company
Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen.
We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours!
The Opportunity
Adobe Research is seeking a Senior Research Scientist in computer graphics, computer vision and machine learning to join the Graphics and 3D Imaging Research organization with offices based in North America (San Jose, San Francisco, and Seattle). This is an exciting opportunity to imagine and build the creative tools of the future! You will be working with a world-class team of research scientists and engineers to invent algorithms for hard research problems, and incorporate these algorithms into Adobe products, thus putting your work in the hands of millions of creative artists and designers. Our lab encourages publication of research ideas and supports collaborative research efforts with academic institutions. Our internship program provides an influx of new ideas, making our lab an exciting place for technical growth.
What you will do
- Pursue research problems in computer graphics, computer vision, and machine learning, especially focused on generative AI methods for content creation across 3D, vectors and images, AI/ML-based 3D-aware image and video editing, and AI/ML-based reconstruction and rendering
- Collaborate with other researchers at Adobe to invent state-of-the-art algorithms for generating synthetic data for these problems
- Patent these algorithms and publish them at the premier computer graphics, vision, and machine learning venues.
- Build and iterate over functional prototypes of tools based on the generated data.
- Collaborate with product groups to integrate these prototypes into Adobe's products.
What you will need to succeed
- Ph.D. in Computer Science or a related technical field, with a focus on computer graphics, computer vision and/or machine learning
- Minimum of two years of proven experience doing state-of-the-art research and translating that research into product impact
- Experience with crowdsourcing / human-in-a-loop data annotation.
- Experience with large-scale data organization and annotation at scale (e.g. , distilling 3D information from video, using generative AI tools to create synthetic data, etc...)
- Procedural modeling & synthetic data for analysis-by-synthesis or computer graphics applications.
- Familiarity with 3D content creation tools and their APIs (e.g., Blender, Maya, Blender, C4D, etc.)
- Expertise in one or more of the following areas: 3D graphics, 3D vision, deep neural networks, generative models for content synthesis, image processing, computational photography
- A strong personal research track record including peer-reviewed publications in top computer vision, graphics, and machine learning venues.
- Strong Python and deep learning development skills and experience with one or more training or deployment environments (PyTorch, Tensorflow)
- Experience with design of high-level APIs and frameworks
- A passion for building creative tools with delightful user experiences
- Strong verbal and written communication skills
Welcome expertise
- Strong C++ development skills
Our compensation reflects the cost of labor across several? U.S. geographic markets, and we pay differently based on those defined markets. The U.S. pay range for this position?is $129,400 -- $242,200 annually. Pay?within this range varies by work location?and may also depend on job-related knowledge, skills,?and experience. Your recruiter can share more about the specific salary range for the job location during the hiring process.
At Adobe, for sales roles starting salaries are expressed as total target compensation (TTC = base + commission), and short-term incentives are in the form of sales commission plans. Non-sales roles starting salaries are expressed as base salary and short-term incentives are in the form of the Annual Incentive Plan (AIP).
In addition, certain roles may be eligible for long-term incentives in the form of a new hire equity award.
Adobe is proud to be an Equal Employment Opportunity and affirmative action employer. We do not discriminate based on gender, race or color, ethnicity or national origin, age, disability, religion, sexual orientation, gender identity or expression, veteran status, or any other applicable characteristics protected by law. Learn more.
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Adobe values a free and open marketplace for all employees and has policies in place to ensure that we do not enter into illegal agreements with other companies to not recruit or hire each other’s employees.
