Alternative careers for Real Estate Sales Agents
People searching for career moves out of Real Estate Sales Agents 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 53/100 for Real Estate Sales Agents.
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 Producers and Directors (4% shared activities, AI risk 38, median pay $90,360). 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.
- Producers and Directors
27-2012.00
38
AI risk
🛡️ Moderate Hybrid Moat (60/100) +1 pts higher moat P90 Ceiling: $174,540 Pay Delta: +$37,530 vs current- Overlap
- 4%
- Median pay
- $90,360
- Growth
- +4.0%
2 shared detailed work activities · fallback match
Compare AI risk (38 vs 53 for Real Estate Sales Agents), pay ($90,360, +$37,530 vs current), and growth (+4.0%) before switching. Structural insulation against automation is 60/100 (Moderate Hybrid Moat).
- Clergy
21-2011.00
25
AI risk
🛡️ Moderate Hybrid Moat (51/100) P90 Ceiling: $96,600 Pay Delta: +$7,980 vs current- Overlap
- 2%
- Median pay
- $60,810
- Growth
- +2.4%
1 shared detailed work activities · fallback match
Compare AI risk (25 vs 53 for Real Estate Sales Agents), pay ($60,810, +$7,980 vs current), and growth (+2.4%) before switching. Structural insulation against automation is 51/100 (Moderate Hybrid Moat).
- Urban and Regional Planners
19-3051.00
41
AI risk
🛡️ Moderate Hybrid Moat (50/100) P90 Ceiling: $126,120 Pay Delta: +$36,490 vs current- Overlap
- 2%
- Median pay
- $89,320
- Growth
- +3.9%
1 shared detailed work activities · fallback match
Compare AI risk (41 vs 53 for Real Estate Sales Agents), pay ($89,320, +$36,490 vs current), and growth (+3.9%) before switching. Structural insulation against automation is 50/100 (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 Real Estate Sales Agents?
The strongest overlap in this set is Producers and Directors (4% shared activities, AI risk 38, median pay $90,360). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Real Estate Sales Agents?
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.