Individual interactions become more efficient as data scientists are empowered to move more quickly. Investing in data infrastructure is the biggest lever here — adopting faster and more reliable technologies for querying an ever-growing volume of data. Stabilizing ETL has also been valuable, for example through our development of Airflow.