Data Platform Lead
Halluminate
Data Platform Lead
Halluminate
Data research lab creating RL benchmarks
Halluminate is a data research lab building benchmarks and RL environments to push the frontier of AI in knowledge work.
Our first area of focus is economically valuable workflows in financial services and consulting, but we are rapidly expanding into adjacent verticals.
Base: $295–375k · Equity: 0.35–0.60% · Location: San Francisco, 5 days in office
Own our data function from zero. Every RL environment we ship is built on real-world financial data. You are the person who finds it, licenses it, makes it safe to use, and gets it into the hands of the teams building on it. Ideal for data, engineering, or product leaders who want to build a function rather than inherit one.
Stand up the data team from scratch — you are the first hire and the owner.
Source, license, and purchase real-world financial data and artifacts — data rooms, filings, models, decks — from across the industry.
Build the anonymization and compliance pipeline that turns sensitive industry data into training-safe assets.
Build the systems that catalogue, version, and distribute data so project teams can self-serve.
Act as the internal supplier to our SPL project pods, fulfilling requests for data/tokens that are the foundation for our RL environments
Own vendor and data-provider relationships end to end, including negotiation and renewal.
Own data quality, provenance, and licensing terms — and the judgment calls about what we will and will not use.
Experience building a data acquisition, licensing, or ops function — ideally one that did not exist before you arrived.
Strong engineering instincts. You will build pipelines and tooling yourself, not just manage vendors.
Product judgment about what makes data good enough for a given use case, and when to stop.
Comfort operating with no playbook, and startup speed: iterate quick, ask quick, respond quick, make mistakes quick.
Client-facing comfort — you'll work directly with project leads, vendors, and SMEs.
Healthcare — Fully covered medical, dental, and vision for you. Subsidized for dependents.
Relocation — $10k+ relocation stipend to help you get to San Francisco.
401(k) — Up to 4% employer match.
Food — Free breakfast, lunch, and dinner while working.
Health — Free gym membership.
Transportation — Free Ubers and Waymo rides to and from the office.
Visa sponsorship — We sponsor visas, including H-1B.
Data research lab creating RL benchmarks
Halluminate builds benchmarks and reinforcement learning environments to advance AI for knowledge work. It creates computer-use and tool-use environments that train frontier AI models on real finance and consulting tasks, such as investment banking, private equity, and consulting work. A flagship benchmark, Westworld Finance Diligence Bench, contains 88 problems that simulate a complete company acquisition due-diligence process, with content written and reviewed by practicing deal professionals. The company differentiates itself by delivering domain-specific, practitioner-authored tasks and end-to-end workflows across financial services and consulting, and by expanding into adjacent verticals through data-driven RL environments. Its goal is to raise AI performance on real-world knowledge-work tasks and broaden benchmarks to cover more industries, supported by a 2026 Series A funding round led by Oak HC/FT and investors like Y Combinator.
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