Arctal builds structured datasets from unstructured financial documents—100,000+ PDFs (fund reports, regulatory filings, investor letters) turned into clean, queryable data that institutional buyers use for decision-making.

AI agents do the reading. We build the agents. Team of 5, output of 50.

A dataset is not a fact. It's a representation of reality that someone chose to stand behind. AI agents do the extraction—humans make the judgement calls. You'll learn what that means in practice.

Our customers are asset managers, banks, and financial data firms who need reliable data extracted from documents that were never meant to be machine-readable.

The role

You’ll work with the Data Scientist and technical team to deliver datasets to clients. This is your introduction to the super-IC model—learning what it means to direct agents rather than do the work yourself.

Data Quality. Validate data outputs, catch errors, and flag issues befo...