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Automation Risk Analysis

Will “Classifier” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Classifier” 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%

“Classifier” 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

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

  • Prepare purchase orders and expense reports.

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

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

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

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

  • 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.

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

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

  • Reconcile or note and report discrepancies found in records.

  • Code documents according to company procedures.

  • Prepare and process payroll information.

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

  • Prepare trial balances of books.

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

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

  • Reconcile records of bank transactions.

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

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

  • Maintain inventory records.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles