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Automation Risk Analysis

Will “Bookkeeper” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Bookkeeper” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Bookkeeper” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bookkeeping, Accounting, and Auditing Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Compute, classify, and record numerical data to keep financial records complete. Perform any combination of routine calculating, posting, and verifying duties to obtain primary financial data for use in maintaining accounting records. May also check the accuracy of figures, calculations, and postings pertaining to business transactions recorded by other workers.

Avg. Annual Salary $52,020
Avg. Hourly Wage $25.01
Available Jobs (US) 1,455,770
Job Title & Hierarchy Code (SOC) Bookkeeping, Accounting, and Auditing Clerks #43-3031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Bookkeeping, Accounting, and Auditing Clerks”

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Core Skills & Abilities

  • Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.

  • Maintain inventory records.

  • Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.

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

  • Match order forms with invoices, and record the necessary information.

  • Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.

  • Reconcile or note and report discrepancies found in records.

  • Monitor status of loans and accounts to ensure that payments are up to date.

  • Reconcile records of bank transactions.

  • Compare computer printouts to manually maintained journals to determine if they match.

  • Access computerized financial information to answer general questions as well as those related to specific accounts.

  • Prepare and process payroll information.

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

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

  • Calculate and prepare checks for utilities, taxes, and other payments.

  • Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.

  • Prepare purchase orders and expense reports.

  • Compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.

  • Prepare trial balances of books.

  • Operate computers programmed with accounting software to record, store, and analyze information.

  • Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.

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

  • Code documents according to company procedures.

  • Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.

  • Transfer details from separate journals to general ledgers or data processing sheets.

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

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

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

Technologies & Software

  • ComputerEase construction accounting software
  • Gemini for Workspace
  • Nova (Amazon)
  • Sage 100 ERP
  • Data entry software
  • Microsoft Word
  • FlexiFinancials FlexiLedger
  • General ledger software
  • IBM Notes
  • Delphi Technology
  • HMS
  • Advanced Management Systems Software for Wineries
  • Human resource management software HRMS
  • RSM McGladrey Auditor Assistant
  • Oracle PeopleSoft Financials
  • Document management system software
  • Adobe Acrobat
  • Accurate NXG
  • Zapier AI
  • SAP software
  • Microsoft Exchange
  • BLS Software Invoice!
  • Microsoft Outlook
  • Database software
  • Microsoft Copilot
  • Oracle E-Business Suite Financials
  • Google Drive
  • PROPHIX Enterprise
  • Otter.ai
  • Oracle Fusion Applications
  • HCSS HeavyJob
  • ATX Total Accounting Office
  • Medical procedure coding software
  • AMS Services AMS Sagitta
  • AuditWare financial reporting and auditing software
  • ACS Technologies ACS Financial Suite
  • Cost accounting software
  • LexisNexis
  • Quicken
  • Llama (Meta)
  • Best MIP Fund Accounting
  • Intrax ProcedureNet
  • Corporate Responsibility System Technologies Limited CRSTL Compliance Positioning System
  • Payroll software
  • Oracle Database
  • Auditing software
  • MethodWare ProAudit Advisor
  • Medical condition coding software
  • Microsoft Access
  • Act!
  • UA Business Software Professional Edition
  • Activant Solutions Activant Prophet 21
  • Microsoft Dynamics GP
  • Blackbaud The Raiser's Edge
  • MEDITECH software
  • FaceTime
  • Paisley Focus Control Assurance
  • NetSuite ERP
  • Qwen (Alibaba)
  • Sage EDP Payroll Tax
  • Infor Global Solutions Starbuilder
  • Microsoft Project
  • Financial compliance software
  • Healthcare common procedure coding system HCPCS
  • Financial statement software
  • SAP Crystal Reports
  • Mistral (Mistral AI)
  • Automation Counselors municiPAL
  • Records management software
  • Accounting software
  • Microsoft Dynamics
  • SAP Concur
  • Sage 100 Contractor
  • Asset management software
  • Financial reporting software
  • Microsoft Windows
  • Grok (xAI)
  • Cartesis ES Magnitude
  • Oracle PeopleSoft
  • Kimi (Moonshot AI)
  • Business performance management BPM software
  • Notion AI
  • Word processing software
  • AcornSystems Corporate Performance Management
  • Intuit QuickBooks
  • Accounts payable software
  • Gemini (Google)
  • Microsoft Internet Explorer
  • Sage 50 Accounting
  • Microsoft Publisher
  • New Millennium Communications Genesis Accounting
  • Epic Systems
  • Paisley RiskNavigator
  • IBM Cognos Impromptu
  • SAP Business Objects
  • Microsoft SharePoint
  • CYMA IV Accounting for Windows
  • Dropbox
  • ADP Pay eXpert
  • Perplexity AI
  • SAP BusinessObjects Data Integrator
  • Pentana audit work system PAWS
  • ATX Total Engagement Office
  • Paisley IssueTrack
  • Fifth Walk BillingTracker
  • ADP Workforce Now
  • DeepSeek
  • Microsoft PowerPoint
  • Roundtable Software Advantage Accounting System
  • Claude (Anthropic)
  • Spreadsheet software
  • FileMaker Pro
  • Tax software
  • HCSS HeavyBid
  • Customer information control system CICS
  • ChatGPT (OpenAI)
  • American HealthTech Financial
  • OmniRIM Records Management Suite
  • Tumbleweed SecureTransport
  • UiPath (RPA + AI)
  • Google Docs
  • Napkin AI
  • Heron CrossTie General Ledger
  • Microsoft Office software
  • Paisley AutoAudit
  • Yardi software
  • Skype
  • Blackbaud The Financial Edge
  • Microsoft Excel
  • CCIS AccountAbility
  • Grammarly AI
  • Paisley Cardmap
  • Softrax Revenue Management
  • AdaptaSoft CyberPay
  • Oracle JD Edwards EnterpriseOne
  • Fund accounting software
  • RSM McGladrey Advanced Practice Solutions Paperless Audit
  • Oracle Hyperion
  • Iron Mountain Accutrac records management software
  • Accounts receivable software
  • Ledger sheets
  • Financial calculators
  • Image scanners
  • Notebook computers
  • 10-key calculators
  • Desktop computers
  • Receipt books

Alternative Job Titles