Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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
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.
Summary
This career is labeled as "Changing fast" because many routine tasks in bookkeeping, accounting, and auditing, like entering transactions and checking data accuracy, are increasingly being automated with AI tools. These technologies can handle tasks like scanning invoices, coding entries, and even drafting financial statements, which means less need for human clerks to do this basic work.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
This career is labeled as "Changing fast" because many routine tasks in bookkeeping, accounting, and auditing, like entering transactions and checking data accuracy, are increasingly being automated with AI tools. These technologies can handle tasks like scanning invoices, coding entries, and even drafting financial statements, which means less need for human clerks to do this basic work.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Anthropic's Economic Index
AI Resilience
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Bookkeeping/Accounting Clerk
Updated Quarterly • Last Update: 11/22/2025

State of Automation & Augmentation
Many clerical accounting tasks are already done with computer systems, and AI is building on that. For example, the BLS notes that bookkeeping clerks today use “specialized accounting software, spreadsheets, and databases” to record transactions and produce reports [1] [1]. New AI-driven tools are now automating more of these steps.
One startup, Basis, uses AI “agents” to enter transactions and check data accuracy automatically, connecting to systems like QuickBooks and Xero [2]. Another, Rillet, offers an “AI-powered ledger” that pulls data from banks and sales platforms to update accounts and close the books much faster [2]. In practice, these tools can scan invoices, code entries, do the math, and even draft financial statements.
Experts say that as AI takes over routine number-crunching, human clerks will focus more on reviewing and interpreting the results [3] [2].

AI Adoption
There are strong reasons for firms to adopt AI tools for bookkeeping, but also reasons to go slowly. On the one hand, the tech is commercially available and promises big efficiency gains. Software companies (and new AI startups) are adding features to automate bookkeeping tasks.
In cases described by Reuters, using AI cut one firm’s accounting workload by about 30% [2], and another service advertises that teams can “close books within hours instead of weeks” [2]. These time-savings, plus a looming shortage of accountants (as many retire and fewer younger people enter bookkeeping) [2], give businesses economic reasons to try AI.
On the other hand, the field has high accuracy and compliance demands. The BLS projects this occupation will shrink modestly (about 6% from 2024–34) as more tasks become automated [1]. Some firms may move carefully.
They may keep human checks in place until AI tools prove fully reliable, especially because financial data is sensitive and regulated [1] [1]. Smaller businesses in particular might stick with familiar methods for now. In sum, AI tools are improving bookkeeping (with new software and services available), but adoption speed will depend on costs, trust, and how well the tools handle complex real-world cases [2] [2].

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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
AI-generated estimates of task resilience over the next 3 years
Comply with federal, state, and company policies, procedures, and regulations.
Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.
Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.
Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.
Operate computers programmed with accounting software to record, store, and analyze information.
Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.
Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.
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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