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 creating robust data programs to improve LLM agentic capabilities.
Role type
Staff Machine Learning Research Scientist (Agents)
Builds
Foundational tools and frameworks for evaluating models as agents; data programs to enhance LLM agentic capabilities.
Domain
Artificial Intelligence / Machine Learning / Autonomous Agents
Deliverable
research
Required skills
LLMs, planning algorithms, research literature interpretation, prototyping, Pytorch, Jax, Tensorflow, agent evaluation, data strategy
Preferred skills
LLM fine-tuning, tool-use agents, text2SQL, browser agents, coding agents, GUI agents, agent frameworks (OpenHands, Swarm, LangGraph), agentic reasoning (STaR, PLANSEARCH), cloud ML development
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, translate research into scalable solutions
Seniority
Staff, hands-on IC with strategy & mentorship
