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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

  • Prepare and process payroll information.

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

  • Prepare purchase orders and expense reports.

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

  • Code documents according to company procedures.

  • 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.

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

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

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

  • Reconcile records of bank transactions.

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

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

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

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

  • Prepare trial balances of books.

  • 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.

  • Maintain inventory records.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles