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Research Scientist/Engineer Jobs
Company | Adobe |
Address | San Francisco, CA, United States |
Employment type | FULL_TIME |
Salary | |
Category | IT Services and IT Consulting,Advertising Services,Software Development |
Expires | 2023-10-02 |
Posted at | 8 months ago |
Our Company
- Collaborate with other researchers at Adobe to invent state-of-the-art algorithms for these problems
- Research problems in computer graphics, computer vision, and machine learning, with a focus on developing generative AI methods that connect vector graphics and raster images for content creation and editing.
- Build and iterate over functional prototypes of these algorithms
- Patent these algorithms and publish them at the premier computer graphics, vision and machine learning venues.
- Collaborate with product groups to integrate these prototypes into Adobe's products.
- Expertise in optimizing and deploying machine learning models on device
- 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)
- Ph.D. in Computer Science or a related technical field, with a focus on computer graphics, computer vision and/or machine learning
- Expertise in one or more of the following areas: generative models for content synthesis, deep neural networks, vector graphics, image processing
- Strong verbal and written communication skills
- A passion for building creative tools with delightful user experiences
- Basic knowledge of C++
- Experience with design of high-level APIs and frameworks
- Familiarity with 2D content creation tools (e.g., Illustrator, Photoshop, Lightroom, etc.)
- Strong C++ development skills
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