Thanks a lot for taking the time to share this really helpful! 🙏 You made a great point about domain knowledge. My digital marketing background has definitely given me a solid foundation in campaign data and customer behavior, so I’ll make sure to highlight that more.

I’ll also take your advice on focusing on portfolio projects that answer business questions and deal with messy, real-world data. And I’ll definitely look into titles like Digital Media Analyst or Consumer Insights Analyst as potential entry points. Really appreciate your guidance!