Alternative careers for Payroll and Timekeeping Clerks
People searching for career moves out of Payroll and Timekeeping Clerks 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 79/100 for Payroll and Timekeeping Clerks.
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 Stockers and Order Fillers (5% shared activities, AI risk 27, median pay $37,330). 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.
- Stockers and Order Fillers
53-7065.00
27
AI risk
🛡️ Moderate Hybrid Moat (65/100) +15 pts higher moat P90 Ceiling: $48,890 Pay Delta: -$20,930 vs current- Overlap
- 5%
- Median pay
- $37,330
- Growth
- +8.9%
2 shared detailed work activities · fallback match
Compare AI risk (27 vs 79 for Payroll and Timekeeping Clerks), pay ($37,330, -$20,930 vs current), and growth (+8.9%) before switching. Structural insulation against automation is 65/100 (Moderate Hybrid Moat).
- Dental Hygienists
29-1292.00
21
AI risk
🛡️ High Physical/Social Insulation (78/100) +28 pts higher moat P90 Ceiling: $118,400 Pay Delta: +$39,840 vs current- Overlap
- 3%
- Median pay
- $98,100
- Growth
- +8.0%
1 shared detailed work activities · fallback match
Compare AI risk (21 vs 79 for Payroll and Timekeeping Clerks), pay ($98,100, +$39,840 vs current), and growth (+8.0%) before switching. Structural insulation against automation is 78/100 (High Physical/Social Insulation).
- Industrial Machinery Mechanics
49-9041.00
27
AI risk
🛡️ High Physical/Social Insulation (70/100) +20 pts higher moat P90 Ceiling: $85,970 Pay Delta: +$6,260 vs current- Overlap
- 3%
- Median pay
- $64,520
- Growth
- +17.8%
1 shared detailed work activities · fallback match
Compare AI risk (27 vs 79 for Payroll and Timekeeping Clerks), pay ($64,520, +$6,260 vs current), and growth (+17.8%) before switching. Structural insulation against automation is 70/100 (High Physical/Social Insulation).
-
10
AI risk
🛡️ High Physical/Social Insulation (69/100) +19 pts higher moat P90 Ceiling: $84,250 Pay Delta: +$2,750 vs current- Overlap
- 2%
- Median pay
- $61,010
- Growth
- +10.9%
1 shared detailed work activities · fallback match
Compare AI risk (10 vs 79 for Payroll and Timekeeping Clerks), pay ($61,010, +$2,750 vs current), and growth (+10.9%) before switching. Structural insulation against automation is 69/100 (High Physical/Social Insulation).
-
42
AI risk
🛡️ Moderate Hybrid Moat (54/100) +4 pts higher moat P90 Ceiling: $100,050 Pay Delta: +$6,070 vs current- Overlap
- 2%
- Median pay
- $64,330
- Growth
- +2.9%
1 shared detailed work activities · fallback match
Compare AI risk (42 vs 79 for Payroll and Timekeeping Clerks), pay ($64,330, +$6,070 vs current), and growth (+2.9%) before switching. Structural insulation against automation is 54/100 (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 Payroll and Timekeeping Clerks?
The strongest overlap in this set is Stockers and Order Fillers (5% shared activities, AI risk 27, median pay $37,330). Compare wage and growth before switching — a lower AI score is not automatically a raise.
How do you match alternative careers to Payroll and Timekeeping Clerks?
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.