Alternative careers for Web Developers
People searching for career moves out of Web Developers 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 64/100 for Web Developers.
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 (6% 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) P90 Ceiling: $209,310 Pay Delta: +$37,350 vs current- Overlap
- 6%
- Median pay
- $130,000
- Growth
- +9.2%
2 shared detailed work activities · fallback match
Compare AI risk (44 vs 64 for Web Developers), pay ($130,000, +$37,350 vs current), and growth (+9.2%) before switching. Structural insulation against automation is 47/100 (Moderate Hybrid Moat).
- Biological Technicians
19-4021.00
36
AI risk
🛡️ Moderate Hybrid Moat (61/100) +11 pts higher moat P90 Ceiling: $80,330 Pay Delta: -$35,140 vs current- Overlap
- 2%
- Median pay
- $57,510
- Growth
- +7.4%
1 shared detailed work activities · fallback match
Compare AI risk (36 vs 64 for Web Developers), pay ($57,510, -$35,140 vs current), and growth (+7.4%) before switching. Structural insulation against automation is 61/100 (Moderate Hybrid Moat).
- Medical Assistants
31-9092.00
29
AI risk
🛡️ High Physical/Social Insulation (66/100) +16 pts higher moat P90 Ceiling: $56,480 Pay Delta: -$46,960 vs current- Overlap
- 2%
- Median pay
- $45,690
- Growth
- +12.9%
1 shared detailed work activities · fallback match
Compare AI risk (29 vs 64 for Web Developers), pay ($45,690, -$46,960 vs current), and growth (+12.9%) 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 Web Developers?
The strongest overlap in this set is Actuaries (6% 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 Web Developers?
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.