Not Very Resilient

Last Update: 6/19/2026

AI Resilience Score for Payroll & Timekeeping Clerks:

24.4%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Contributing sources

Methodology and Scoring Rationale

To score how resilient payroll and timekeeping clerk work is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from four AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, and Will Robots Take My Job. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For payroll and timekeeping clerks, all seven sources had data. On AI exposure, Anthropic stood apart by rating it low while AI Resilience Model, Microsoft, and Will Robots Take My Job all rated it high, so confidence lands at medium-high. Weak pay and mobility signals reinforced the low economic scores, pushing the overall label to "Not Very Resilient."

AI Resilience Report forPayroll and Timekeeping Clerks

$55,290 median salary13,000 annual openingsSOC Code: 43-3051.00

Payroll and Timekeeping Clerks are less resilient to AI impacts than most occupations, according to our analysis of 7 sources.

Payroll and timekeeping clerks are labeled "Not Very Resilient" because the heart of this job, entering data, tracking hours, and running calculations, follows clear, repeatable rules that AI handles extremely well. Platforms like ADP, Paychex, and UKG already use AI agents to complete multi-step payroll tasks and catch errors automatically, which means the traditional data-entry side of this role is shrinking fast.

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This role is not very resilient

Payroll and timekeeping clerks are labeled "Not Very Resilient" because the heart of this job, entering data, tracking hours, and running calculations, follows clear, repeatable rules that AI handles extremely well. Platforms like ADP, Paychex, and UKG already use AI agents to complete multi-step payroll tasks and catch errors automatically, which means the traditional data-entry side of this role is shrinking fast.

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Analysis of Current AI Resilience

Payroll & Timekeeping Clerks

Updated Quarterly

Analysis
Suggested Actions
State of Automation

How is AI changing Payroll & Timekeeping Clerks jobs?

Payroll is one of the parts of the office that AI is changing the fastest, mostly because the work involves structured data, clear rules, and repeatable steps. The Bureau of Labor Statistics projects that office and administrative support roles like billing, posting, and procurement clerks will decline or show little change from 2024 to 2034 because AI is expected to deliver additional efficiency gains, and Brookings groups "payroll and timekeeping clerks" [1] among the administrative occupations with high AI exposure and lower-than-average ability to adapt [2]. Today the technology is mostly augmenting rather than fully replacing people: a PYMNTS report from April 2026 [3] describes how ADP's marketplace now offers AI "agents" that can plan and complete multistep payroll tasks, while machine learning catches duplicate punches and missed entries, helping organizations cut monthly payroll errors by an average of 69%.

SHRM's 2026 study echoes this, finding that AI's organizational impact is 5.7 times more likely to shift job responsibilities and three times more likely to create new roles than to displace jobs.

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AI Adoption

How fast is AI adoption growing for Payroll & Timekeeping Clerks?

Adoption is moving quickly because tools are already commercially available inside platforms like ADP, Paychex, UKG, and Rippling, and the savings are easy to measure. But it isn't instant. PayrollOrg's "Future of Payroll 2026" recap [4] notes that many employers still rely on manual processes and disconnected systems, which limits AI's potential.

Trust is another brake: a PayrollOrg "Getting Paid in America" survey [5] found 34% of workers are uncomfortable with AI calculating their wages and 45% oppose AI handling payroll questions. The takeaway for young people is hopeful: skills like compliance judgment, employee communication, data analysis, and system oversight — areas humans still own — are exactly what payroll professionals are being encouraged to develop [6] as the role evolves from data entry into strategic, people-focused work.

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Will AI replace Payroll & Timekeeping Clerks?

Will AI replace Payroll & Timekeeping Clerks?

In part. We think AI will eventually automate a real share of this work, but the transition creates real opportunities for people willing to grow with it.

Payroll and timekeeping sits at a 24.4% AI Resilience Score because so much of the job is built on structured data, clear rules, and repeatable steps. Tools already built into platforms like ADP can plan and complete multistep payroll tasks and cut monthly payroll errors significantly [3]. The Bureau of Labor Statistics projects limited growth for administrative support roles through 2034, and Brookings places payroll clerks among occupations with high AI exposure and lower-than-average ability to adapt (brookings.edu, bls.gov). That is a real and honest signal.

What it does not mean is that the people in this field have no future. Many employers still rely on manual processes and disconnected systems, which slows full automation [4]. And a large share of workers are uncomfortable with AI handling their pay questions [5], which means human judgment and communication still matter. The smarter move for anyone in this role is to treat it as a launching pad. Skills in compliance, data analysis, and employee communication transfer well into HR operations, benefits administration, and financial analysis. The job may shrink. The career path does not have to.

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Latest AI news for Payroll & Timekeeping Clerks

These articles highlight crucial insights for aspiring Payroll and Timekeeping Clerks in an AI-driven job market. The risk of automation in clerical roles is significant, as noted in the studies, emphasizing the importance of skills that involve empathy and critical thinking. For instance, AI can streamline payroll processes, cutting processing time by 40% and reducing errors by 25%. This means that while some tasks may be automated, those who adapt by enhancing their skills in oversight and compliance will remain valuable, showcasing AI resilience in their careers.

More Career Info

Career: Payroll and Timekeeping Clerks

They make sure employees get paid correctly by tracking hours worked and preparing paychecks on time.

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

45% ResilienceCore Task

Provide information to employees and managers on payroll matters, tax issues, benefit plans, and collective agreement provisions.

2

40% ResilienceCore Task

Distribute and collect timecards each pay period.

3

35% ResilienceCore Task

Compile statistical reports, statements, and summaries related to pay and benefits accounts, and submit them to appropriate departments.

4

30% ResilienceSupplemental

Post relevant work hours to client files to bill clients properly.

5

28% ResilienceCore Task

Keep informed about changes in tax and deduction laws that apply to the payroll process.

6

25% ResilienceSupplemental

Complete time sheets showing employees' arrival and departure times.

7

24% ResilienceSupplemental

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.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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