What You'll Use  While you'll have significant autonomy to choose the best tools for the job, you should be comfortable with the tools we currently utilize, including:  Postgres - Most of our transactional data lives here, so whether you're querying data directly or using it as an input to our data warehouse, you should be fluent in writing complex queries utilizing PostgreSQL