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Financial technology · trading
Open Source Analytics for a FinTech
One of the largest North American FinTech trading companies
A small data team running an open-source analytics stack at a trading company.
dbt Open source data stack
The team
- 3 Data Engineers
- 1 Analytics Engineer
- 1 Data Director
What was built
- An open-source analytics stack owned end to end by a four-person data team
What changed
- A reminder that team size, not tooling, sets the ceiling: four people owning an open-source stack spend a meaningful share of their time on the stack itself.
- Open source for data solutions tends to slow delivery and raise technical debt — it often means reading, modifying and fixing source code, which is not fast time to market.
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