Alternative careers for Budget Analysts
People searching for career moves out of Budget Analysts 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 Budget Analysts.
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 Actuaries (5% shared activities, AI risk 44, median pay $130,000). 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.
- Actuaries
15-2011.00
44
AI risk
🛡️ Moderate Hybrid Moat (47/100) +3 pts higher moat P90 Ceiling: $209,310 Pay Delta: +$38,360 vs current- Overlap
- 5%
- Median pay
- $130,000
- Growth
- +9.2%
1 shared detailed work activities · fallback match
Compare AI risk (44 vs 62 for Budget Analysts), pay ($130,000, +$38,360 vs current), and growth (+9.2%) before switching. Structural insulation against automation is 47/100 (Moderate Hybrid Moat).
- Construction Managers
11-9021.00
41
AI risk
🛡️ Moderate Hybrid Moat (61/100) +17 pts higher moat P90 Ceiling: $172,040 Pay Delta: +$23,350 vs current- Overlap
- 3%
- Median pay
- $114,990
- Growth
- +9.1%
1 shared detailed work activities · fallback match
Compare AI risk (41 vs 62 for Budget Analysts), pay ($114,990, +$23,350 vs current), and growth (+9.1%) before switching. Structural insulation against automation is 61/100 (Moderate Hybrid Moat).
- Police and Sheriff's Patrol Officers
33-3051.00
22
AI risk
🛡️ High Physical/Social Insulation (73/100) +29 pts higher moat P90 Ceiling: $111,700 Pay Delta: -$15,430 vs current- Overlap
- 2%
- Median pay
- $76,210
- Growth
- +3.5%
1 shared detailed work activities · fallback match
Compare AI risk (22 vs 62 for Budget Analysts), pay ($76,210, -$15,430 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 Budget Analysts?
The strongest overlap in this set is Actuaries (5% shared activities, AI risk 44, median pay $130,000). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Budget Analysts?
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.