GitHub for Investment Methodology. Backed by Y Combinator.
About the role
Creating an investable index from a conversation with AI isn't a traditional machine learning problem. Users aren't simply prompting a chatbot—they're collaborating with an intelligent system that must reason over financial information, construct investment methodologies, evaluate evidence, and continuously improve as new information emerges.
What they're looking for
- You've spent years building production AI systems, not just training models, and understand the difference
- You naturally think about product outcomes alongside model performance
- You have strong machine learning and software engineering fundamentals and are comfortable taking ideas from research through deployment
- You're able to decompose difficult research problems into practical, scalable systems
- You know when to pursue state-of-the-art techniques and when simpler solutions deliver better outcomes
- You communicate technical ideas clearly and enjoy working closely with engineers, designers, and founders
More about this role
Agora Intelligence is building the audited methodology layer agents call before touching portfolios. Our product, Tilt , is GitHub for rules-based investment methodologies: an open platform and marketplace where investment strategies are created, tested, audited, and distributed — by humans and AI agents alike. As AI agents begin managing real portfolios, they need a trusted source of verified investment logic before they can act. Tilt is that source.
We operate across two connected surfaces: InvestOS , an open standard that lets any brokerage or platform plug verified methodology into its own AI experience; and Tilt , the reference implementation of InvestOS. Tilt is an agentic harness where investors, portfolio managers, and creators can author, remix, and publish strategies. We're a small, senior team (from BlackRock, Bloomberg, BGI, and Quant Funds) backed by Portage Ventures, Lerer Hippeau, Cumberland Investments (and more), working with major brokerages and financial data providers.
InvestOS — an open standard for rules-based methodologies and its reference implementation.
We believe any idea — a theme, a trend, a thesis — can be turned into an investable view. On Tilt,...
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