Product analytics teams combine diverse skills to turn data into product improvements:

• Data engineers ensure proper event tracking and data collection
• Data analysts transform raw data into meaningful insights, working closely with data engineers
• UX researchers complement quantitative data with qualitative user insights
• Product managers act as bridges, translating analytics insights into actionable product decisions and ensuring data drives the product roadmap

Each role brings unique perspectives to analytics interpretation. This diversity of viewpoints creates a more complete understanding of product performance.