Senior Applied Scientist

Adobe Adobe · Enterprise · San Jose, CA

Research Scientist focused on post-training, alignment, and distillation of large-scale generative AI models (image and video generation) for Adobe Firefly. Expertise in RLHF, DPO/GRPO, SFT, and distillation methods is required to improve model quality, efficiency, and safety, with a focus on transferring innovations into products.

What you'd actually do

  1. Conduct innovative research and development in post-training alignment and model distillation for large-scale generative AI models.
  2. Design and evaluate techniques such as RLHF, DPO/GRPO, SFT, reward modeling, and preference optimization to improve instruction-following, controllability, and safety.
  3. Develop efficient distillation, compression, and inference acceleration methods to make frontier models deployable at scale.
  4. Collaborate with researchers, engineers, and product teams to transfer post-training innovations into Adobe products.
  5. Build and maintain pipelines to evaluate generative models across quality, efficiency, and safety metrics.

Skills

Required

  • Master’s or Ph.D. in Computer Science, Machine Learning, or a related field.
  • Strong hands-on experience with large-scale generative AI training and post-training (SFT, RLHF, DPO/GRPO, distillation).
  • Familiarity with diffusion models, transformers, or other state-of-the-art 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
  • Good publication record in Computer Science, AI/ML or related fields

What the JD emphasized

  • post-training
  • alignment
  • distillation
  • RLHF
  • DPO/GRPO
  • SFT
  • generative AI
  • image generation
  • video generation
  • large-scale generative AI training and post-training

Other signals

  • post-training
  • alignment
  • distillation
  • RLHF
  • DPO
  • SFT
  • generative AI
  • image generation
  • video generation