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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Code documents according to company procedures.

  • Prepare trial balances of books.

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

  • Prepare purchase orders and expense reports.

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

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

  • Reconcile records of bank transactions.

  • Reconcile or note and report discrepancies found in records.

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

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

  • Prepare and process payroll information.

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

  • Maintain inventory records.

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

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

Technologies & Software

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

Alternative Job Titles