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Automation Risk Analysis

Will “Classification Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Classification Analyst” 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%

“Classification Analyst” 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

  • Code documents according to company procedures.

  • 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.

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

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

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

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

  • Maintain inventory records.

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

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

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

  • Prepare trial balances of books.

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

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

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

  • 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.

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

  • Prepare purchase orders and expense reports.

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

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

  • Prepare and process payroll information.

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

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

  • Reconcile records of bank transactions.

Technologies & Software

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

Alternative Job Titles