About the role
structured by ORIAbout Polymath Polymath is an applied research lab focused on advancing long-horizon agent capabilities through reinforcement learning. We design and scale simulation environments where agents learn to operate safely and autonomously.
What you will do
- Investigating failure modes of frontier models
- Creating rigorous benchmarks that evaluate how well frontier agents perform on complex, realistic tasks requiring long-horizon reasoning and tool use in dynamic environments
- Post-training agents that can reason, plan, and act over extended time horizons
- Publishing research
What they are looking for
- Have strong engineering & research fundamentals and are a prolific user of AI tools
- Have experience post-training frontier models
- Have experience shipping reliable, production-quality code
- Have a track record of publications
Benefits
- Comprehensive health, dental, and vision insurance
- Free meals with the team
- Free Bay Club membership
- Commuter benefits
- 401(k)
Full posting text
About Polymath Polymath is an applied research lab focused on advancing long-horizon agent capabilities through reinforcement learning. We design and scale simulation environments where agents learn to operate safely and autonomously. We work with the world’s leading model labs to push the frontier of agent capabilities. We've raised >$8M from Base10, Cervin Ventures, Founders Future, Y Combinator, and other incredible investors & angels. About the role We’re hiring a Founding Member of Technical Staff - Research to help advance the frontier of autonomous agents. You’ll work on core research problems in long-horizon evaluation, agent post-training, and environment design, with a focus on understanding where current models fail and how to improve them. As a member of the founding team, you should expect to wear multiple hats: building benchmarks, creating environments, writing production code, and running rigorous experiments. We’re looking for people who are excited by hard open-ended problems and want to operate at the intersection of research and engineering. Examples of projects you could work on include: - Investigating failure modes of frontier models - Creating rigorous benchmarks that evaluate how well frontier agents perform on complex, realistic tasks requiring long-horizon reasoning and tool use in dynamic environments - Post-training agents that can reason, plan, and act over extended time horizons - Publishing research You’ll be a good fit if you: - Have strong engineering & research fundamentals and are a prolific user of AI tools - Have experience post-training frontier models - Have experience shipping reliable, production-quality code - Have a track record of publications Perks: - 🪷 Comprehensive health, dental, and vision insurance - 🍽 Free meals with the team - 🧘 Free Bay Club membership (right next door to our Embarcadero office!) - 🚞 Commuter benefits - 🏦 401(k) - 🌎 Unlimited PTO - 💻 Top of the line tech - 🌁 Frequent team activities and outings Culture: - Polymath is a team of researchers, engineers, and operators focused on advancing the frontier of safe, superintelligent AI agents. - We have a flat organizational structure. We believe that people do their best work when they’re self-motivated and driven by a desire to learn, contribute to the team’s goals, and advance scientific progress. - We’re looking for folks who ship fast, set high standards for themselves, and are great team players. You’ll be a member of our founding team: have fun, learn a lot, and do high-impact work alongside great people.