Not Very Resilient

Last Update: 11/4/2026

AI Resilience Score for Bookkeeping/Accounting Clerk:

25.9%

Median Score

Meaningful human contribution

Low

Long-term employer demand

Med

Sustained economic opportunity

Low

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

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

First, how much of the job still needs a human, read from six AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, OpenAI Signals, and Google ATLAS. 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 bookkeeping and accounting clerks, all nine sources had data and reached rare agreement: every AI exposure source rated this role Low, meaning most of the routine recording and checking work is highly automatable. Demand holds at medium, but pay and mobility signals are weak. That consensus pulls the score down to "Not Very Resilient."

AI Resilience Report forBookkeeping, Accounting, and Auditing Clerks

$50,670 median salary•144,100 annual openings•SOC Code: 43-3031.00

Bookkeeping, Accounting, and Auditing Clerks are less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career is labeled "Not Very Resilient" because the tasks that make up most of the daily work, like transaction coding, bank reconciliations, and expense categorization, are exactly the kinds of repetitive, rule-based jobs that AI handles quickly and cheaply. Tools built into popular accounting software are already doing these tasks automatically, and the Bureau of Labor Statistics expects this to keep shrinking demand for clerk roles over time.

Learn more about how you can thrive in this position

This role is not very resilient

This career is labeled "Not Very Resilient" because the tasks that make up most of the daily work, like transaction coding, bank reconciliations, and expense categorization, are exactly the kinds of repetitive, rule-based jobs that AI handles quickly and cheaply. Tools built into popular accounting software are already doing these tasks automatically, and the Bureau of Labor Statistics expects this to keep shrinking demand for clerk roles over time.

Read full analysis

Analysis of current AI resilience

Bookkeeping/Accounting Clerk

Updated quarterly

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Latest AI news for Bookkeeping/Accounting Clerk

The recommended articles highlight how AI is transforming the roles of Bookkeeping, Accounting, and Auditing Clerks rather than replacing them. For instance, routine tasks like data entry are becoming automated, allowing clerks to focus on more complex issues and client interactions. Additionally, AI's ability to improve accuracy in auditing tasks can enhance job reliability, making clerks more valuable. Embracing these changes fosters resilience in their careers, positioning them to take on advisory roles and specialized tasks that require human insight.

More Career Info

Career: Bookkeeping, Accounting, and Auditing Clerks

They keep track of money by recording financial transactions, checking for accuracy, and organizing financial records to help businesses stay on top of their finances.

Alternate Titles

Account Clerk · Accounting Assistant · Accounting Clerk · Accounts Payables Clerk · Accounting Associate · Accounting Specialist · Accounting Technician · Accounts Payable Clerk · Accounts Payable Specialist · Accounts Receivable Clerk

Employment & Wage Data

Median Wage

$50,670

Jobs (2025)

1,532,400

Growth (2025-35)

-5.6%

Annual Openings

144,100

Education

Some college, no degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

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

1

52% ResilienceCore Task

Perform general office duties, such as filing, answering telephones, and handling routine correspondence.

2

39% ResilienceCore Task

Comply with federal, state, and company policies, procedures, and regulations.

3

28% ResilienceCore Task

Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.

4

26% ResilienceCore Task

Receive, record, and bank cash, checks, and vouchers.

5

25% ResilienceSupplemental

Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents.

6

24% ResilienceSupplemental

Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.

7

22% ResilienceSupplemental

Compile budget data and documents, based on estimated revenues and expenses and previous budgets.

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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