Payroll and Timekeeping Clerks
Overall Exposure
2025 vs 2023
Theoretical Exposure
90What AI could do
Observed Exposure
64What AI actually does
Automation Risk Score
75Displacement risk
3-Year Outlook (2025 → 2028)
Projected changes in AI automation metrics over the next 3 years based on estimated data.
Overall Exposure
2025 → 2028 (estimated)
Theoretical Exposure
2025 → 2028 (estimated)
Observed Exposure
2025 → 2028 (estimated)
Automation Risk
2025 → 2028 (estimated)
Exposure Metrics (2023 - 2028)
Task Breakdown
About This Occupation
If you work as a Payroll and Timekeeping Clerk, AI is reshaping your profession. With an automation risk of 75/100 and overall exposure at 78%, this role faces very-high transformation. The highest-impact area is calculate wages, deductions, and tax withholdings at 95% automation. This is classified as an 'automate' role. BLS projects -14% growth through 2034. Cloud-based payroll platforms and AI-driven automation are eliminating most manual payroll tasks, with remaining roles shifting toward exception handling and compliance oversight.
ISCO-08 classification
Payroll Clerks
Definition
ILO original text (English)
Payroll clerks collect, verify and process payroll information and compute pay and benefit entitlements for employees within a department, company or other establishment.
Definition & vocabulary source
Source: International Labour Organization (ILO) — ISCO-08 Structure
License: ILO CC BY 4.0
Official occupational information
- ONET43-3051.00
Payroll and Timekeeping Clerks
Compile and record employee time and payroll data. May compute employees' time worked, production, and commission. May compute and post wages and deductions, or prepare paychecks.
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Frequently Asked Questions
With an automation risk score of 75%, Payroll and Timekeeping Clerks faces a significant risk of AI-driven displacement. Many core tasks in this role can be automated by current AI systems. However, full replacement is unlikely in the near term -- AI will more likely transform the role rather than eliminate it entirely.
Our estimated AI automation risk score for Payroll and Timekeeping Clerks is 75% for 2025. Estimated overall AI exposure is 78%, with 90% theoretical exposure and 64% observed exposure. The estimated risk trend from 2023 to 2025 is +20 points. All of these are model-generated estimates, not measurements.
The tasks with the highest automation potential for Payroll and Timekeeping Clerks are: Calculate wages, deductions, and tax withholdings (95%), Process timesheets and attendance records (90%), Generate payroll reports and compliance filings (88%). These rates are our own estimates of how much of each task current AI systems can handle. They are not measurements and are not taken from any external dataset.
We estimate a -14% employment change for Payroll and Timekeeping Clerks between 2024 and 2034. This is our own estimate, not a figure published by the U.S. Bureau of Labor Statistics. Combined with an estimated overall AI exposure of 78%, this occupation faces both traditional labor market shifts and AI-driven transformation. Workers should monitor both employment trends and AI capability growth.
Since AI primarily automates tasks in this role, professionals in Payroll and Timekeeping Clerks should focus on developing skills that complement AI rather than compete with it. Consider learning AI tool management, shifting toward supervisory and quality-control tasks, and building expertise in areas where human judgment remains essential.