Lead ML Scientist

Overview

Our team focuses on developing innovative AI‑powered search, recommendations, and assistive experiences using generative AI technologies across all modalities, including text, image, and videos, and creates an industry‑leading technical platform to improve creative efficiency for creators, marketers and designers.

• Research and implement ranking ML models using Transformers, GPT, reinforcement learning, diffusion models, Tensor Flow, and Py Torch
• Build a relevance platform to rank billions of images, documents, videos, and other assets in real‑time.
• Fine‑tune LLMs and Diffusion models to build state‑of‑the‑art ranking models
• Conduct innovative research on novel LLM architectures and training methods, focusing on creative applications
• Leverage the user’s intent, context, deep content understanding, and behavioral data as ranking signals.
• Design whole‑page relevance by aggregating diverse content and ranking based on a query to asset‑type affinity.
• Process multimodal (text, image, video) intent and contextually assist the user by recommending ingredients and generating rich artifacts to enable a streamlined user journey.
• Align text and visual modalities by fine‑tuning CLIP for the creative domain
• Unlock assistive experience in creative products through the adoption of foundation models
• Develop robust methods to evaluate LLM performance, ensuring ethical AI practices that reflect Adobe’s standards
• Master’s degree or PhD in computer science, statistics, engineering, or other relevant subject area highly preferred
• 8+ years of relevant experience required

The U.S. pay range for this position is $141,100 – $281,700 annually. Pay within this range varies by work location and may also depend on job‑related knowledge, skills, and experience.

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