Starting out, or ready for a change? 12 questions, 2 minutes. Meet your career type and see how safe your best-fit jobs are from AI.
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A sample report for an example person. Yours is built from your own answers.
Median U.S. pay and projected growth to 2035 (Bureau of Labor Statistics). AI-proof: 0–100, higher is harder to automate.
A few example jobs for each type. The free quiz shows 3 jobs for your type; the Full Report matches you to 45, with growth outlook and the best routes in.
| Example job | Median pay | AI-proof |
|---|---|---|
| Electrician | $63,190 | 90 |
| Firefighter | $59,280 | 90 |
| Wind turbine technician | $64,120 | 85 |
| Airline pilot | $232,140 | 78 |
| Example job | Median pay | AI-proof |
|---|---|---|
| Physician | $275,930 | 88 |
| Veterinarian | $130,100 | 87 |
| Cybersecurity analyst | $129,180 | 65 |
| AI / machine learning engineer | $140,300 | 55 |
| Example job | Median pay | AI-proof |
|---|---|---|
| Architect | $99,280 | 68 |
| Film director | $90,360 | 65 |
| Game designer | $102,030 | 50 |
| UX designer | $104,000 | 45 |
| Example job | Median pay | AI-proof |
|---|---|---|
| Registered nurse | $97,550 | 90 |
| Nurse practitioner | $132,300 | 88 |
| Physical therapist | $102,760 | 88 |
| Teacher | $63,820 | 75 |
| Example job | Median pay | AI-proof |
|---|---|---|
| Construction manager | $114,990 | 78 |
| Entrepreneur | $108,780 | 75 |
| Lawyer | $159,670 | 55 |
| Marketing manager | $166,790 | 50 |
| Example job | Median pay | AI-proof |
|---|---|---|
| Air traffic controller | $148,080 | 80 |
| Project manager | $102,320 | 55 |
| Financial analyst | $103,570 | 35 |
| Accountant | $83,680 | 30 |
Median pay: U.S. Bureau of Labor Statistics, May 2025. AI-proof: 0–100, higher means harder for AI to replace (Wayfinder estimate from published research).
Every job match shows how hard it is for AI to replace, based on published research.
The Full Report adds five quick challenges that show what you're naturally good at, not just what you like.
Get degrees and faster routes like certificates, side hustles and a 6-month plan for your type.
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