In this session, Madison discusses data engineering, analytics, and tech industry trends. Madison shares her unique journey as an analytics engineer at Convert Kit. They explore differences between data and analytics engineering, emphasize software engineering role in analytics, and touch on industry shifts. The conversation also touches on data quality, AI, and effective metric management. They conclude by sharing experiences with role transitions and career growth. This conversation offers valuable insights into the evolving world of data and analytics.[Recorded on Dec 22,2023]