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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
Contributing sources
Payroll and Timekeeping Clerks are less resilient to AI impacts than most occupations, according to our analysis of 7 sources.
The career of Payroll and Timekeeping Clerks is labeled as "Not Very Resilient" because many of their routine tasks, like calculating wages and handling paychecks, are already automated by advanced software. AI tools are becoming more common, taking over tasks such as flagging errors and managing tax compliance, which further reduces the need for human intervention in these areas.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is not very resilient
The career of Payroll and Timekeeping Clerks is labeled as "Not Very Resilient" because many of their routine tasks, like calculating wages and handling paychecks, are already automated by advanced software. AI tools are becoming more common, taking over tasks such as flagging errors and managing tax compliance, which further reduces the need for human intervention in these areas.
Read full analysisAnalysis of Current AI Resilience
Payroll & Timekeeping Clerks
Updated Quarterly • Last Update: 2/17/2026

Payroll and Timekeeping Clerks handle tasks like computing wages, verifying hours worked, and issuing paychecks [1]. These are mostly routine number‐crunching jobs. In practice, payroll software already automates much of the work.
For example, systems can calculate pay and tax deductions with a few clicks and flag any errors [2] [3]. Digital time clocks or badge scanners often feed hours directly into the system [2], and even global payroll tools can handle local taxes and generate payslips automatically [2]. New AI-powered features are emerging too: some payroll apps now include chatbots and smart assistants to answer common employee questions, and algorithms that help keep up with changing tax laws and spot any odd payroll entries [3] [3].
In short, computers and software handle the routine data and calculations today. People are still needed for the rest – fixing unusual pay issues, talking through questions, and giving the personal judgment and customer service that AI can’t do [3].

Whether companies adopt more AI for payroll depends on costs, benefits, and rules. Big organizations with many employees often already use advanced payroll systems and may add AI faster to save time and avoid mistakes [2] [3]. Small businesses may adopt more slowly if new tools seem costly or unnecessary.
In fact, a report found about half of finance teams haven’t fully automated all processes yet [2], so many firms still rely on people for parts of payroll. On the plus side, many payroll professionals welcome AI help: one survey found 38% believe AI will make their work more efficient [3]. Experts stress that AI is meant to support staff (boosting accuracy and compliance), not replace them [2].
Companies also must consider privacy and legal rules for employee data, which can slow adoption. Overall, firms that need bigger efficiency gains will adopt AI faster, while others will move more slowly. In any case, human skills – like problem-solving, clear communication, and caring teamwork – remain important as payroll work changes [3].

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They make sure employees get paid correctly by tracking hours worked and preparing paychecks on time.
Median Wage
$55,290
Jobs (2024)
161,100
Growth (2024-34)
-16.7%
Annual Openings
13,000
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Provide information to employees and managers on payroll matters, tax issues, benefit plans, and collective agreement provisions.
Distribute and collect timecards each pay period.
Compile statistical reports, statements, and summaries related to pay and benefits accounts, and submit them to appropriate departments.
Post relevant work hours to client files to bill clients properly.
Keep informed about changes in tax and deduction laws that apply to the payroll process.
Complete time sheets showing employees' arrival and departure times.
Complete, verify, and process forms and documentation for administration of benefits such as pension plans, and unemployment and medical insurance.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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