Applied Scientist, Generative AI/ML
Adobe is seeking to add Applied Scientists in Generative AI to our world-class AI Platform team. The role involves conducting research and development in Generative AI, developing technologies for Adobe products, and collaborating with researchers to enhance creative workflows.
Responsibilities
- Conduct pioneering research and development in Generative AI for visual (image/video/3D), audio, and multi-modal outputs
- Develop and deploy novel generative AI technologies to existing and new Adobe Products
- Research and develop novel large-scale foundation models with deep reasoning and world-building capabilities
- Collaborate with world-class researchers and ML engineers to bring research ideas to creative workflows used by millions
- Publish and present your work in world-class scientific venues in CV/AI/ML/CG fields
Skills
- Ph.D. in Computer Science, CV/AI/ML/CG or related fields and 1+ years professional experience
- Research or industry experience in training Generative AI models (pre-training and/or post-training) in at least one of the following modalities: image, video, 3D, or audio
- Expertise in large-scale model training and optimization, including data curation, distributed training, and memory-efficient techniques
- Experience with post-training techniques such as fine-tuning, alignment or distillation
- Proficiency with modern deep learning frameworks (e.g., PyTorch) and experience scaling models on GPU/TPU clusters
- Excellent communication skills and a strong great teammate
- Experience on large-scale generative model training
- Experience on synthetic data generation
- Experience of working with large-scale datasets
- Experience of working with product teams on technology transfers
Benefits
- Long-term incentives in the form of a new hire equity award
Company Overview
Company H1B Sponsorship