Find your role.
See where your field is heading. Then make it your plan.
Your job title or what you study
120 roles, from first jobs to PhD programs. Or pick where you work.
In high school? Start with your next step after high school.
Pick another role
See all 120 roles by group
Marketing and communications
Data and technology
Students
What the research agrees on
Openings we found
openings on our role cards are bigger versions of a job people already have. Most are not new AI titles.
Our count of the two "Grow in your field" openings on each of the 120 role cards, October 2026
Four more numbers
Pay for AI skills
higher pay on average for workers with AI skills.
Cuts that happened
of companies saw AI shrink their workforce last year. 32% had expected to.
12 picks to stay ahead, a little each week
Each one is free or cheap, and calm about AI.
What the best career advice has in common
Here is what they said, in their own words.
The skills that are so often dismissed as "soft" turned out to be the hard ones.
Instead of making five-year plans, consider six-month experiments.
So we all have control. But it's gonna be work.
Your first six-month experiment starts here.
Get startedSources and how we did this
For each role we read the newest research we could find and checked every number on its source page in October 2026. Most growth figures are US projections from the Bureau of Labor Statistics for 2025 to 2035. Where a role has no figure of its own, we used the closest occupation and say so. Each role's sources are linked on its card.
- World Economic Forum, The Future of Jobs Report 2025
- PwC, 2026 Global AI Jobs Barometer
- McKinsey, The state of AI, August 2026
- McKinsey Global Institute, Agents, robots, and us, November 2025
- BCG, AI at Work, June 2026
- Deloitte, 2026 Global Human Capital Trends
- Ethan Mollick, Management as AI superpower
- Fortune, Reid Hoffman's advice, June 2025
- 6abc, Aneesh Raman's advice, April 2026