Data Analyst
Data analysts collect, process, and perform statistical analyses on large datasets to help organizations make decisions.
Competition Forecast
Millions will compete for the same safe roles. Act now for a head start.
Workers Leaving This Role
Safe destination - entry-level highly competitive
High entry-level - hundreds of applicants per opening
Portfolio + 2-3 projects = stand out immediately
1.5M+ entering from data entry roles workers will flood the job market competing for the same transition paths.
Estimates based on labor market research from BLS, McKinsey, and World Economic Forum. Actual outcomes may vary.
Urgency Indicators
How well can AI perform this job today (1-10)
Change in job postings over recent years
Estimated time until significant automation
Get Your Personal AI Pivot Plan
Free PDF with your personalized career transition roadmap
No spam. Unsubscribe anytime.
Why This Job Is At Risk
AI augments but analysts interpret context
Business acumen cannot be automated
Stakeholder communication needs humans
Complex analysis requires judgment
Career Transitions
Safe career paths based on your existing skills
Data Scientist
15%Skills to Learn
Analytics Manager
15%Skills to Learn
Business Intelligence Developer
20%Skills to Learn
Recommended Courses
Start your transition today with these courses
Data Science Professional Certificate
IBM
Skills You'll Learn
Machine Learning Specialization
Stanford/Coursera
Skills You'll Learn
Tableau Desktop Specialist
Tableau
Skills You'll Learn