Alternative careers for Architects, Except Landscape and Naval
People searching for career moves out of Architects, Except Landscape and Naval 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 Architects, Except Landscape and Naval.
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 Civil Engineers (10% shared activities, AI risk 42, median pay $100,840). 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.
- Civil Engineers
17-2051.00
42
AI risk
🛡️ Moderate Hybrid Moat (50/100) P90 Ceiling: $150,640 Pay Delta: +$1,560 vs current- Overlap
- 10%
- Median pay
- $100,840
- Growth
- +6.4%
3 shared detailed work activities · fallback match
Compare AI risk (42 vs 44 for Architects, Except Landscape and Naval), pay ($100,840, +$1,560 vs current), and growth (+6.4%) before switching. Structural insulation against automation is 50/100 (Moderate Hybrid Moat).
- Electrical Engineers
17-2071.00
42
AI risk
🛡️ Moderate Hybrid Moat (56/100) +1 pts higher moat P90 Ceiling: $172,050 Pay Delta: +$21,350 vs current- Overlap
- 7%
- Median pay
- $120,630
- Growth
- +9.9%
3 shared detailed work activities · fallback match
Compare AI risk (42 vs 44 for Architects, Except Landscape and Naval), pay ($120,630, +$21,350 vs current), and growth (+9.9%) before switching. Structural insulation against automation is 56/100 (Moderate Hybrid Moat).
- Mechanical Engineers
17-2141.00
43
AI risk
🛡️ Moderate Hybrid Moat (51/100) P90 Ceiling: $157,470 Pay Delta: +$4,830 vs current- Overlap
- 7%
- Median pay
- $104,110
- Growth
- +11.2%
3 shared detailed work activities · fallback match
Compare AI risk (43 vs 44 for Architects, Except Landscape and Naval), pay ($104,110, +$4,830 vs current), and growth (+11.2%) before switching. Structural insulation against automation is 51/100 (Moderate Hybrid Moat).
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 Architects, Except Landscape and Naval?
The strongest overlap in this set is Civil Engineers (10% shared activities, AI risk 42, median pay $100,840). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Architects, Except Landscape and Naval?
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.