Senior / Staff Machine Learning Research Scientist, Agents
Core
Researching data types and strategies essential for building state-of-the-art autonomous AI agents, including browser and SWE agents, and translating research into scalable solutions.
Role type
Senior / Staff Machine Learning Research Scientist (Agents)
Builds
Robust data programs, foundational tools, and frameworks for evaluating LLMs as agents.
Domain
Artificial Intelligence / Machine Learning / Autonomous Agents
Deliverable
production ML models
Required skills
LLMs, Pytorch, Jax, Tensorflow, research literature interpretation, prototyping, published research in top ML venues, sophisticated ML problem solving
Preferred skills
LLM fine-tuning, AI agent applications (tool-use, text2SQL, browser, coding, GUI), agent frameworks (OpenHands, Swarm, LangGraph), agentic reasoning methods (STaR, PLANSEARCH), cloud technology stack (AWS, GCP)
Technologies
Pytorch, Jax, Tensorflow, OpenHands, Swarm, LangGraph, AWS, GCP
Responsibilities
Explore data landscape for intelligent AI agents, guide data strategy, contribute to research publications, collaborate with customer researchers, work with engineering team to translate advancements into real-world solutions
Seniority
Senior / Staff, hands-on IC
