Integrating Data People in App Development Team Workflows - Hot Takes and Tragic Mistakes
Discover how to effectively integrate data scientists and engineers into traditional development teams in this insightful 23-minute talk from Data Council. Learn from Noelle Saldana, an experienced data scientist turned product expert, as she shares valuable observations, opinions, and lessons learned on leveraging data professionals in AI/ML product development. Explore common pitfalls to avoid, such as pursuing AI without proper data foundations, neglecting data team involvement, and the dangers of insufficient collaboration. Gain practical advice on fostering regular communication between data specialists and development teams, including involving data professionals in sprint planning and demos. Understand the crucial role data scientists and engineers play in de-risking AI and data initiatives, and learn how to align data strategy with product development for successful AI/ML integration.