Blog
Notes on why we built Career Universe and how it works.
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How to Explore Careers: A 20-Minute Walkthrough of Career Universe
A 20-minute walkthrough of Career Universe: the map and its tiers, the 12 quick filters, how to read a job card, and how to leave with a shortlist.
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How to Use AI-Risk Ratings When Choosing a Career: Seven Suggestions
Seven suggestions for using AI-risk estimates when choosing a career: fit first, read the 10-year rating, treat medium as changing, and check with real people.
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How We Estimated AI Risk for 10,000+ Careers (and Why They're Estimates)
How Career Universe rated AI and automation risk for 10,000+ careers at 5 and 10 years: the question, the rubric, the anchor jobs, and the limits.
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How Will AI Affect Jobs? What the Research Says, in Plain Language
What the big studies say about AI and jobs, in plain words: exposure versus job loss, what has happened so far, and why beginners feel it first.
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Lost Your Job, or Afraid You Might? A Calm Guide as AI Changes Work
Lost your job, or worried AI is shrinking your field? Steady the ground with free public help, widen your options with the map, then narrow honestly.
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Why We Built Career Universe: A Free Map of 10,000+ Careers
A free map of 10,000+ careers for anyone figuring out what's next. Why we built it, what's on every job card, and what it can't promise yet.