Alternative careers for Court Reporters and Simultaneous Captioners
People searching for career moves out of Court Reporters and Simultaneous Captioners 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 63/100 for Court Reporters and Simultaneous Captioners.
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 Heavy and Tractor-Trailer Truck Drivers (3% shared activities, AI risk 37, median pay $58,640). 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.
- Heavy and Tractor-Trailer Truck Drivers
53-3032.00
37
AI risk
🛡️ Moderate Hybrid Moat (57/100) P90 Ceiling: $76,780 Pay Delta: -$13,780 vs current- Overlap
- 3%
- Median pay
- $58,640
- Growth
- +3.8%
1 shared detailed work activities · fallback match
Compare AI risk (37 vs 63 for Court Reporters and Simultaneous Captioners), pay ($58,640, -$13,780 vs current), and growth (+3.8%) before switching. Structural insulation against automation is 57/100 (Moderate Hybrid Moat).
- Firefighters
33-2011.00
2
AI risk
🛡️ High Physical/Social Insulation (80/100) +22 pts higher moat P90 Ceiling: $93,720 Pay Delta: -$13,140 vs current- Overlap
- 0%
- Median pay
- $59,280
- Growth
- +3.7%
0 shared detailed work activities · fallback match
Compare AI risk (2 vs 63 for Court Reporters and Simultaneous Captioners), pay ($59,280, -$13,140 vs current), and growth (+3.7%) before switching. Structural insulation against automation is 80/100 (High Physical/Social Insulation).
- Maids and Housekeeping Cleaners
37-2012.00
2
AI risk
🛡️ Moderate Hybrid Moat (55/100) P90 Ceiling: $45,680 Pay Delta: -$36,910 vs current- Overlap
- 0%
- Median pay
- $35,510
- Growth
- +0.6%
0 shared detailed work activities · fallback match
Compare AI risk (2 vs 63 for Court Reporters and Simultaneous Captioners), pay ($35,510, -$36,910 vs current), and growth (+0.6%) before switching. Structural insulation against automation is 55/100 (Moderate Hybrid Moat).
- Landscaping and Groundskeeping Workers
37-3011.00
2
AI risk
🛡️ Moderate Hybrid Moat (64/100) +6 pts higher moat P90 Ceiling: $51,290 Pay Delta: -$33,270 vs current- Overlap
- 0%
- Median pay
- $39,150
- Growth
- +4.7%
0 shared detailed work activities · fallback match
Compare AI risk (2 vs 63 for Court Reporters and Simultaneous Captioners), pay ($39,150, -$33,270 vs current), and growth (+4.7%) before switching. Structural insulation against automation is 64/100 (Moderate Hybrid Moat).
- Roofers
47-2181.00
6
AI risk
🛡️ High Physical/Social Insulation (73/100) +15 pts higher moat P90 Ceiling: $79,850 Pay Delta: -$16,980 vs current- Overlap
- 0%
- Median pay
- $55,440
- Growth
- +5.3%
0 shared detailed work activities · fallback match
Compare AI risk (6 vs 63 for Court Reporters and Simultaneous Captioners), pay ($55,440, -$16,980 vs current), and growth (+5.3%) before switching. Structural insulation against automation is 73/100 (High Physical/Social Insulation).
- Cooks, Restaurant
35-2014.00
7
AI risk
🛡️ Moderate Hybrid Moat (60/100) +2 pts higher moat P90 Ceiling: $46,420 Pay Delta: -$35,030 vs current- Overlap
- 0%
- Median pay
- $37,390
- Growth
- +12.1%
0 shared detailed work activities · fallback match
Compare AI risk (7 vs 63 for Court Reporters and Simultaneous Captioners), pay ($37,390, -$35,030 vs current), and growth (+12.1%) before switching. Structural insulation against automation is 60/100 (Moderate Hybrid Moat).
- Welders, Cutters, Solderers, and Brazers
51-4121.00
7
AI risk
🛡️ Moderate Hybrid Moat (61/100) +3 pts higher moat P90 Ceiling: $72,970 Pay Delta: -$18,670 vs current- Overlap
- 0%
- Median pay
- $53,750
- Growth
- +2.4%
0 shared detailed work activities · fallback match
Compare AI risk (7 vs 63 for Court Reporters and Simultaneous Captioners), pay ($53,750, -$18,670 vs current), and growth (+2.4%) before switching. Structural insulation against automation is 61/100 (Moderate Hybrid Moat).
- Veterinary Technologists and Technicians
29-2056.00
9
AI risk
🛡️ High Physical/Social Insulation (72/100) +14 pts higher moat P90 Ceiling: $59,310 Pay Delta: -$25,040 vs current- Overlap
- 0%
- Median pay
- $47,380
- Growth
- +9.4%
0 shared detailed work activities · fallback match
Compare AI risk (9 vs 63 for Court Reporters and Simultaneous Captioners), pay ($47,380, -$25,040 vs current), and growth (+9.4%) before switching. Structural insulation against automation is 72/100 (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 Court Reporters and Simultaneous Captioners?
The strongest overlap in this set is Heavy and Tractor-Trailer Truck Drivers (3% shared activities, AI risk 37, median pay $58,640). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Court Reporters and Simultaneous Captioners?
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.