Alternative careers for Economists
People searching for career moves out of Economists usually want two things at once: work that still uses familiar skills, and work that is less exposed to Generative AI. This matrix ranks other occupations by shared O*NET Detailed Work Activities, then filters toward lower AI vulnerability scores than the current 62/100 for Economists.
Overlap is Jaccard similarity on Detailed Work Activities (DWAs) — a shared federal taxonomy of work verbs, not fuzzy title matching. Preferred matches need AI risk under 30 and DWA overlap of at least 50%. In the pilot catalog, when those strict matches are scarce, we expand the filter and disclose the fallback.
The strongest overlap in this set is Clinical and Counseling Psychologists (9% shared activities, AI risk 35, median pay $100,580). Compare wage and growth before switching — a lower AI score is not automatically a raise.
Fallback results are labeled on this page. Prefer matches with positive overlap percentages when choosing a transition path. Pilot fallback: fewer than three matches met the strict threshold (risk < 30 and ≥ 50% DWA overlap), so we expanded the filter and labeled results accordingly.
- Clinical and Counseling Psychologists
19-3033.00
35
AI risk
🛡️ Moderate Hybrid Moat (54/100) +9 pts higher moat P90 Ceiling: $168,870 Pay Delta: -$24,140 vs current- Overlap
- 9%
- Median pay
- $100,580
- Growth
- +11.7%
3 shared detailed work activities · fallback match
Compare AI risk (35 vs 62 for Economists), pay ($100,580, -$24,140 vs current), and growth (+11.7%) before switching. Structural insulation against automation is 54/100 (Moderate Hybrid Moat).
- Urban and Regional Planners
19-3051.00
41
AI risk
🛡️ Moderate Hybrid Moat (50/100) +5 pts higher moat P90 Ceiling: $126,120 Pay Delta: -$35,400 vs current- Overlap
- 9%
- Median pay
- $89,320
- Growth
- +3.9%
3 shared detailed work activities · fallback match
Compare AI risk (41 vs 62 for Economists), pay ($89,320, -$35,400 vs current), and growth (+3.9%) before switching. Structural insulation against automation is 50/100 (Moderate Hybrid Moat).
- Chemists
19-2031.00
36
AI risk
🛡️ Moderate Hybrid Moat (62/100) +17 pts higher moat P90 Ceiling: $149,550 Pay Delta: -$33,480 vs current- Overlap
- 8%
- Median pay
- $91,240
- Growth
- +6.4%
2 shared detailed work activities · fallback match
Compare AI risk (36 vs 62 for Economists), pay ($91,240, -$33,480 vs current), and growth (+6.4%) before switching. Structural insulation against automation is 62/100 (Moderate Hybrid Moat).
- Clergy
21-2011.00
25
AI risk
🛡️ Moderate Hybrid Moat (51/100) +6 pts higher moat P90 Ceiling: $96,600 Pay Delta: -$63,910 vs current- Overlap
- 6%
- Median pay
- $60,810
- Growth
- +2.4%
2 shared detailed work activities · fallback match
Compare AI risk (25 vs 62 for Economists), pay ($60,810, -$63,910 vs current), and growth (+2.4%) before switching. Structural insulation against automation is 51/100 (Moderate Hybrid Moat).
- Actuaries
15-2011.00
44
AI risk
🛡️ Moderate Hybrid Moat (47/100) +2 pts higher moat P90 Ceiling: $209,310 Pay Delta: +$5,280 vs current- Overlap
- 4%
- Median pay
- $130,000
- Growth
- +9.2%
1 shared detailed work activities · fallback match
Compare AI risk (44 vs 62 for Economists), pay ($130,000, +$5,280 vs current), and growth (+9.2%) before switching. Structural insulation against automation is 47/100 (Moderate Hybrid Moat).
- Sales Managers
11-2022.00
43
AI risk
🛡️ Moderate Hybrid Moat (53/100) +8 pts higher moat P90 Ceiling: $239,200 Pay Delta: +$23,550 vs current- Overlap
- 3%
- Median pay
- $148,270
- Growth
- +4.5%
1 shared detailed work activities · fallback match
Compare AI risk (43 vs 62 for Economists), pay ($148,270, +$23,550 vs current), and growth (+4.5%) before switching. Structural insulation against automation is 53/100 (Moderate Hybrid Moat).
- Commercial and Industrial Designers
27-1021.00
43
AI risk
🛡️ Moderate Hybrid Moat (57/100) +12 pts higher moat P90 Ceiling: $126,010 Pay Delta: -$40,810 vs current- Overlap
- 3%
- Median pay
- $83,910
- Growth
- +2.4%
1 shared detailed work activities · fallback match
Compare AI risk (43 vs 62 for Economists), pay ($83,910, -$40,810 vs current), and growth (+2.4%) before switching. Structural insulation against automation is 57/100 (Moderate Hybrid Moat).
-
19
AI risk
🛡️ High Physical/Social Insulation (66/100) +21 pts higher moat P90 Ceiling: $49,700 Pay Delta: -$85,440 vs current- Overlap
- 3%
- Median pay
- $39,280
- Growth
- -7.2%
1 shared detailed work activities · fallback match
Compare AI risk (19 vs 62 for Economists), pay ($39,280, -$85,440 vs current), and growth (-7.2%) before switching. Structural insulation against automation is 66/100 (High Physical/Social Insulation).
How to use this matrix
- Prefer matches with positive DWA overlap — those reuse skills you already practice.
- Check whether median pay and BLS growth are acceptable tradeoffs for lower AI exposure.
- Open the destination occupation’s task page to see which duties remain human-led.
- Treat fallback matches (thin overlap) as directional, not as guaranteed skill transfers.
Fallback results are labeled on this page. Prefer matches with positive overlap percentages when choosing a transition path.
FAQ
What are good alternative careers for Economists?
The strongest overlap in this set is Clinical and Counseling Psychologists (9% shared activities, AI risk 35, median pay $100,580). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Economists?
Overlap is Jaccard similarity on Detailed Work Activities (DWAs) — a shared federal taxonomy of work verbs, not fuzzy title matching. Preferred matches need AI risk under 30 and DWA overlap of at least 50%. In the pilot catalog, when those strict matches are scarce, we expand the filter and disclose the fallback.
Should I switch careers because of AI risk?
Fallback results are labeled on this page. Prefer matches with positive overlap percentages when choosing a transition path. Wage, growth, credentials, and personal preference matter as much as the AI score.