Comment by naijaboiler

we have databricks at my company 50m ARR, 150 employee. With 0 full time Data Engineer (1 data scientist + 1 db admin manages everything on there as part time jobs). We are able to have data from like 100 transactional database tables, Zendesk, all our logs, every single event from eveery user in our mobile application, banking data all in 1 place. We are a 2-sided marketplace, we can easily get 360 degree data on our B2B customers, B2C customers, measure employee producting.

My team of 3 data scientists are able to support a a culture of experimentation, data-informed decision making and support the entire org, and we are still growing 15% YoY.

And we do all that 30k annual spend on databricks. That's less than 1/5 the cost of 1 software engineer. Excellent value for money if you ask me.

i struggle to imagine how else we can engineer a hub for all of our data and manage permissions appropriately at less tooling and engineering cost