Member of Technical Staff - Research
TLDR
Build benchmarks and simulation environments, post-train autonomous agents, and run rigorous experiments on long-horizon reasoning.
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.
Benefits
Equity Compensation
Offers Equity
Free Meals & Snacks
Free meals with the team
Health Insurance
Comprehensive health, dental, and vision insurance
team activities and outings
Frequent team activities and outings
Paid Time Off
Unlimited PTO
Bay Club membership
Free Bay Club membership (right next door to our Embarcadero office!)
Polymath is an applied research lab dedicated to enhancing long-horizon autonomous capabilities through reinforcement learning. By developing and scaling simulation environments, we empower agents to learn safe and independent operation, collaborating with top model labs to push the boundaries of what is possible in agent technology.