Changing fast

Last Update: 3/13/2026

Your role’s AI Resilience Score is

8.0%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
High

What does this resilience result mean?

These roles are undergoing rapid transformation. Entry-level tasks may be automated, and career paths may look different in the near future.

AI Resilience Report for

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.

This role is changing fast

This career is labeled as "Changing fast" because many routine tasks like checking totals, entering data, and reconciling accounts are now being automated by AI tools. These tools can handle the grunt work, allowing clerks to focus more on understanding clients and solving complex problems.

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Latest news
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This role is changing fast

This career is labeled as "Changing fast" because many routine tasks like checking totals, entering data, and reconciling accounts are now being automated by AI tools. These tools can handle the grunt work, allowing clerks to focus more on understanding clients and solving complex problems.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

2.1%

2.1%

Microsoft's Working with AI

AI Applicability

Learn about this score
Changing fast iconChanging fast

18.2%

18.2%

Anthropic's Observed Exposure

AI Resilience

Learn about this score
Changing fast iconChanging fast

16.8%

16.8%

Will Robots Take My Job

Automation Resilience

Learn about this score
Changing fast iconChanging fast

3.6%

3.6%

Althoff & Reichardt

Economic Growth

Learn about this score
Changing fast iconChanging fast

0.3%

0.3%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

-5.8%

Growth Percentile:

9.6%

Annual Openings:

170,000

Annual Openings Pct:

93.3%

Analysis of Current AI Resilience

Bookkeeping/Accounting Clerk

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Bookkeeping and accounting clerks do lots of routine data tasks, and many of these are already handled by software or early AI. For example, finance teams often use automated tools to check invoices, post entries, and do bank reconciliations [1] [2]. New AI-powered features in common software can now classify transactions and spot errors automatically.

Intuit (maker of QuickBooks) recently introduced AI “agents” that handle bookkeeping chores and produce simple financial summaries [3] [1]. Research shows these tools really help: one Stanford study found that accountants using AI finished monthly books over a week faster and spent about 8.5 % less time on routine back‐office work [4]. Big accounting firms are also building “smart” assistants to auto-upload documents and analyze statements [5] [1].

In practice, much of the grunt-work – checking totals, entering debits/credits, reconciling accounts – can be done by software. Humans remain involved to supervise, interpret results, and handle tricky cases. As Stanford researchers note, AI is meant to augment clerks’ work, not fully replace them, so professionals can focus on judgment and client advice [4] [2].

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AI Adoption

AI in the real world

AI tools for bookkeeping are widely available, so many firms are exploring them. In a recent CFO survey, 65% said they plan to increase AI investment, and nearly half already use generative AI for multiple finance tasks [1]. Even small businesses are getting those tools: Intuit’s AI agents and other apps promise to automate common tasks quickly [3] [1].

Big Four firms are pouring billions into AI systems to speed up routine work [5] [1]. This strong interest suggests growth.

At the same time, adoption has hurdles. Companies have to pay for new software, train staff, and ensure systems are secure. Accounting is tightly regulated, so AI tools must be very accurate.

In fact, many professionals admit they worry about AI mistakes and data privacy [4] [6]. Also, some finance leaders report pilot programs that didn’t scale well yet [1]. Labor costs play a role too: accounting clerks often earn modest wages, so businesses compare software expenses to hiring costs.

Despite these challenges, experts are optimistic. With AI taking on the dull, repetitive parts of the job, clerks will spend more time on interesting, human-side work – understanding clients, solving unexpected problems, and ensuring compliance. These judgment skills still need people, so while the tools change the job, the human role remains important [4] [2].

In short, AI is not about replacing bookkeepers overnight but about helping them work smarter.

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More Career Info

Career: Bookkeeping, Accounting, and Auditing Clerks

Employment & Wage Data

Median Wage

$49,210

Jobs (2024)

1,613,400

Growth (2024-34)

-5.8%

Annual Openings

170,000

Education

Some college, no degree

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

50% ResilienceCore Task

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

2

50% ResilienceSupplemental

Compute deductions for income and social security taxes.

3

45% ResilienceSupplemental

Perform personal bookkeeping services.

4

40% ResilienceCore Task

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

5

40% ResilienceCore Task

Reconcile or note and report discrepancies found in records.

6

40% ResilienceSupplemental

Reconcile records of bank transactions.

7

40% ResilienceSupplemental

Maintain inventory records.

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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