Mapping the AI Revolution - Insights for STEAM Careers in the EU
Data-driven visualization project exploring how STEAM students can strategically adapt their skills and career planning to remain competitive in an AI- and automation-driven job market.
Overview
A data-driven visualization project focused on understanding the AI-driven job market for STEAM careers in the European Union. The project explores how STEAM students can strategically adapt their skills and career planning to remain competitive in an AI- and automation-driven job market.
Research Question
How can STEAM students in the EU strategically adapt their skills and career planning to remain competitive in an AI- and automation-driven job market in the next years?
Visualizations
The project features multiple interactive visualizations built with D3.js:
- Circular Packing Chart: Highlights industries, job roles, and tools used by professionals in each industry
- Chord Diagram: Displays relationships between AI-powered tools and developer categories
- Choropleth Map: Visualizes STEM jobs forecasted by CEDEFOP from 2025 to 2035 across EU countries
- Country-Specific Bar Charts: Normalized visualizations showing forecasted STEM jobs per sector for Finland, France, Luxembourg, and Switzerland
Live Interactive Demo
Explore the full interactive dashboard and D3.js visualizations here:
View Visual Analytics Project
Dataset
Utilizes publicly available data from Stack Overflow’s Developer Survey, enriched with forecasts from the CEDEFOP European Agency. The dataset was processed and cleaned using Python and Pandas.
Key Insights
The visualizations reveal industry trends, tool preferences across developer categories, regional variations in STEM job forecasts, and sector-specific opportunities for STEAM graduates in the EU.
Technologies
HTML, CSS, D3.js, Python, Pandas