Applied Scientist

Job Summary
:

Adobe is a company focused on changing the world through digital experiences, and they are seeking an Applied Scientist 3 to enhance their generative AI models for images and videos. This role involves conducting research, developing techniques for model training, and collaborating with cross-functional teams to implement innovative solutions in Adobe products.

Responsibilities
:

• Conduct innovative research and development in training large-scale generative AI models for image and video synthesis.

• Develop, carry out, and carefully assess sophisticated techniques for conditional generation and editing. Emphasize improving instruction compliance, cont rollability, and visual clarity in pre-trained image and video models.

• Collaborate cross-functionally with researchers, engineers, and product teams to translate multimodal innovations into scalable downstream applications coordinated within Adobe products.

• Develop and maintain robust evaluation pipelines to assess generative models across quality, efficiency, robustness, and safety metrics.

• Translate research concepts and published work into production-ready implementations using Python and modern machine learning frameworks.

Qualifications
:
Required
:

• Possession of a Master’s or Ph.D. degree in Computer Science, Machine Learning, or a related field.

• Extensive practical experience in large-scale generative AI training concentrating on image and video generation and editing.

• Familiarity with diffusion models, transformers, or other brand new generative architectures.

• Excellent communication skills and ability to collaborate across cross-functional teams.

• Strong coding and prototyping ability in Python, PyTorch, and ML infrastructure tools.

• Working with product teams on technology transfers.

• Strong history of publishing in Computer Science, AI/ML, or related areas.

Company
:

Adobe is a software company that provides its users with digital marketing and media solutions. Founded in 1982, the company is headquartered in San Jose, USA, with a team of 10001+ employees. The company is currently Late Stage.