Alternative careers for Actuaries
People searching for career moves out of Actuaries 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 44/100 for Actuaries.
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 Pharmacists (6% shared activities, AI risk 42, median pay $140,910). 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.
- Pharmacists
29-1051.00
42
AI risk
🛡️ High Physical/Social Insulation (73/100) +26 pts higher moat P90 Ceiling: $168,650 Pay Delta: +$10,910 vs current- Overlap
- 6%
- Median pay
- $140,910
- Growth
- +5.2%
2 shared detailed work activities · fallback match
Compare AI risk (42 vs 44 for Actuaries), pay ($140,910, +$10,910 vs current), and growth (+5.2%) before switching. Structural insulation against automation is 73/100 (High Physical/Social Insulation).
- Sales Managers
11-2022.00
43
AI risk
🛡️ Moderate Hybrid Moat (53/100) +6 pts higher moat P90 Ceiling: $239,200 Pay Delta: +$18,270 vs current- Overlap
- 4%
- Median pay
- $148,270
- Growth
- +4.5%
1 shared detailed work activities · fallback match
Compare AI risk (43 vs 44 for Actuaries), pay ($148,270, +$18,270 vs current), and growth (+4.5%) before switching. Structural insulation against automation is 53/100 (Moderate Hybrid Moat).
- Medical Assistants
31-9092.00
29
AI risk
🛡️ High Physical/Social Insulation (66/100) +19 pts higher moat P90 Ceiling: $56,480 Pay Delta: -$84,310 vs current- Overlap
- 3%
- Median pay
- $45,690
- Growth
- +12.9%
1 shared detailed work activities · fallback match
Compare AI risk (29 vs 44 for Actuaries), pay ($45,690, -$84,310 vs current), and growth (+12.9%) before switching. Structural insulation against automation is 66/100 (High Physical/Social Insulation).
- Police and Sheriff's Patrol Officers
33-3051.00
22
AI risk
🛡️ High Physical/Social Insulation (73/100) +26 pts higher moat P90 Ceiling: $111,700 Pay Delta: -$53,790 vs current- Overlap
- 2%
- Median pay
- $76,210
- Growth
- +3.5%
1 shared detailed work activities · fallback match
Compare AI risk (22 vs 44 for Actuaries), pay ($76,210, -$53,790 vs current), and growth (+3.5%) before switching. Structural insulation against automation is 73/100 (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 Actuaries?
The strongest overlap in this set is Pharmacists (6% shared activities, AI risk 42, median pay $140,910). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Actuaries?
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.