{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Spatial Stack with Matt Forrest","title":"From Geospatial Data Scientist to Full-Time Creator with Maggie Ma","html":"","width":"100%","height":180,"duration":2267,"description":"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/maggieindataYouTube: https://www.youtube.com/@maggieindataLinkedIn: https://www.linkedin.com/in/maggieindataTikTok: https://www.tiktok.com/@maggieindataCHAPTERS:00:00:00 – Intro00:01:08 – Welcome and Maggie's Background00:03:26 – Statistics, Psychology, and Discovering Human Geography00:06:39 – First Job: Geospatial Data Scientist in Logistics00:08:08 – The GIS Title Trap and Salary Bands00:11:33 – Cold Emailing Into Crime Analytics and Hospital Research00:14:16 – Starting to Create Content as a Working Data Scientist00:18:50 – Push and Pull Factors for Leaving Corporate00:21:28 – Adjusting to Life Without a Job as Input00:27:33 – Vibe Coding: Lovable, Warp, and Claude Code00:29:08 – The Hidden Risks of Vibe Coding (Security, Data Leaks)00:32:08 – Using AI in Content Workflows00:36:19 – Final...","thumbnail_url":"https://img.transistorcdn.com/eQgCuZrC7zp58BwqV7sl3SCjjIPfOYXp-k4ce29LXQY/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS80ZjU3/N2JlMDJiYTFjOWY5/OWQ5NWQxYmZjMjMw/Yzg1ZC5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}