From Geospatial Data Scientist to Full-Time Creator with Maggie Ma

Join me at BUILD with Mapbox: September 15th to 17th (Sign up here for free) I'll be speaking and you can join thousands of GIS and geospatial developers at this virtual conference driving the future of online mapping. Create your agenda here and I hope to see you there! In this episode of the Spatial Stack, Matt sits down with Maggie Ma, tech content creator at @maggieindata and former geospatial data scientist. Maggie left her corporate data science role last year to become a full-time content creator across Instagram, YouTube, LinkedIn, and TikTok. She's a 3x LinkedIn Learning instructor and an AI educator helping people break into data science, learn coding, and stay current with AI. We dig into the GIS title trap (and why the same job pays less under a different title), the seven internships that got Maggie into geospatial data science, cold-emailing professors and police departments, and how she positioned herself as the spatial person on non-spatial teams. We also cover the push and pull factors that led to her quitting corporate, what day in the life looks like as a full-time creator, and how she actually uses AI in her workflow today. Whether you're a GIS analyst wondering if you're underpaid, a geography student trying to land your first role, or a working data scientist thinking about going full-time creator, this conversation is full of specific tactics and honest reflections. Connect with Maggie: Instagram: https://www.instagram.com/maggieindata YouTube: https://www.youtube.com/@maggieindata LinkedIn: https://www.linkedin.com/in/maggieindata TikTok: https://www.tiktok.com/@maggieindata CHAPTERS: 00:00:00 – Intro 00:01:08 – Welcome and Maggie's Background 00:03:26 – Statistics, Psychology, and Discovering Human Geography 00:06:39 – First Job: Geospatial Data Scientist in Logistics 00:08:08 – The GIS Title Trap and Salary Bands 00:11:33 – Cold Emailing Into Crime Analytics and Hospital Research 00:14:16 – Starting to Create Content as a Working Data Scientist 00:18:50 – Push and Pull Factors for Leaving Corporate 00:21:28 – Adjusting to Life Without a Job as Input 00:27:33 – Vibe Coding: Lovable, Warp, and Claude Code 00:29:08 – The Hidden Risks of Vibe Coding (Security, Data Leaks) 00:32:08 – Using AI in Content Workflows 00:36:19 – Final Advice and Where to Find Maggie 📊 FREE: The Modern GIS Skill Map The 5 skills that actually matter in modern GIS (and what you can stop learning). Based on a survey of 1,400+ geospatial professionals. ➡ Get the free training + PDF guide: https://forrest.nyc/go/training/ CONNECT WITH ME 📸 Instagram: https://www.instagram.com/matt_forrest/ 💼 LinkedIn: https://www.linkedin.com/in/mbforr/ 📧 Newsletter: https://forrest.nyc 🌐 Website: https://forrest.nyc