About the job
Exciting opportunity for an Applied Scientist to drive innovation in image and video understanding at Adobe. Collaborate with top researchers, develop scalable ML models, and shape the future of creative tools. Ideal for those with strong Python, PyTorch, and Generative AI expertise. Join us to make a global impact in digital experiences.
Responsibilities
Develop and implement scalable and efficient modeling algorithms that can work with large-scale data in production systems
Develop and fine-tune (e.g., ViTs, VLMs, multimodal encoders) large-scale foundation models for video understanding and generation
Collaborate with extraordinary researchers and engineers to bring research ideas to production
Convert a research idea/paper to code in Python and typical machine learning development toolkits
Stay on top of the latest ML research (e.g., diffusion models, alignment methods, multimodal understanding) and translate advances into practical solutions
Qualifications
Minimum
Masters or Ph.D. in Computer Science, AI/ML or related fields
Excellent communication skills
Strong proficiency in Python and PyTorch
Solid foundation in computer science fundamentals
Experience with distributed training and its common strategies
Experience in state-of-the-art Generative AI technologies, such as VLMs and diffusion models
Strong hands-on experience working on image/video understanding, generation and editing
Working with large-scale datasets
Good publication record in Computer Vision, AI/ML or related fields
Preferred
No preferred qualifications listed.