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
Senior / Staff Machine Learning Research Scientist (Agents)
Builds
Foundational tools and frameworks for evaluating models as agents; data programs to improve LLM agentic capabilities.
Domain
Artificial Intelligence / Machine Learning / Autonomous Agents
Deliverable
research
Required skills
LLMs, Pytorch, Jax, Tensorflow, research literature interpretation, prototyping, published research in top ML venues, planning algorithms, data strategy, cross-functional collaboration
Preferred skills
LLM fine-tuning, 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 the data landscape needed to advance intelligent, adaptable AI agents; guide the data strategy at Scale to drive innovation; contribute to impactful research publications on agents; collaborate with customer researchers; work alongside the engineering team to translate advancements into real-world, scalable solutions.
Seniority
Senior / Staff, hands-on IC
