Dataiku enlisted Gerson Lehrman Group (GLG) to administer an anonymous survey to 200 IT professionals across a range of industries. The goal of this survey was to uncover trends in data architecture in the enterprise, specifically in the context of operationalizing machine learning models.

Read on to get the detailed breakdowns of 14 of the top survey questions in addition to insights on machine learning trend adoption and maturity, as well as the overall trends in data science and AI.