Adobe Firefly Applied Science & Machine Learning (ASML) group is looking for applied research scientists and engineers to help build the next generation of creative tools, specifically focusing on video understanding and generation within the Video data team.
Requirements
- Strong proficiency in Python and PyTorch
- 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
- Publication record and good academic background in Computer Vision and foundational models
Responsibilities
- Develop and fine-tune (e.g., ViTs, VLMs, multimodal encoders) large-scale foundation models for video understanding and generation
- Drive data for models: design schemas, create/curate large-scale multimodal datasets (image/video/text/edits), and build automated filters, alignment, and de-duplication at production scale.
- MLLM & Editing FMs: research, train, and evaluate multimodal LLMs and editing-oriented foundation models that enable creation, transformation, and in-product editing workflows.
- Collaborate with extraordinary researchers and engineers to bring research ideas to production
- Stay on top of the latest ML research (e.g., diffusion models, alignment methods, multimodal understanding) and translate advances into practical solutions
Other
- Masters or Ph.D. in Computer Science, AI/ML or related fields
- Excellent communication skills
- Adobe will consider qualified applicants with arrest or conviction records for employment in accordance with state and local laws and “fair chance” ordinances.
- Adobe is proud to be an Equal Employment Opportunity 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.
- If you have a disability or special need that requires accommodation to navigate our website or complete the application process, email accommodations@adobe.com or call (408) 536-3015.
