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Demand AnalysisChris Phethean
edsa-project.eu
Demand Analysis Aim
• Evaluate level of data science skills across Europe
• Current state, and future predictions
• Identify gaps in provision of training
• Feed into curriculum development
Current Data Sources
Demand
Analysis
Interviews
Survey
Job Posts
Displaying Demand• http://edsa-project.eu/resour
ces/dashboard/
• Tracking the pulse of the European data landscape
• Visual analysis of job postings– Skills required in each
country– Number of jobs per
country and per city– Training courses
New data sources coming soon!
Job Posts
• Current sources:– Stackoverflow careers– Indeed Jobs
• In discussions with LinkedIn and Monster for additional data
• Recording job history for longitudinal analysis
Job Analysis• Alternative view of the data, to
assess skillsets required.
Understanding Demand
• Online Survey• In-depth interviews
with data science practitioners
• Assess trends for skills and expertise across EU countries
Survey Response Data
EDSA Ambassadors• Expert knowledge from each country• Detailed view of the data science
landscape– Who employs data scientists?– What tools/technologies are used?– What sector?– What training initiatives are there?