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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

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

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

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

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

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

  • Prepare purchase orders and expense reports.

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

  • Prepare trial balances of books.

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

  • 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.

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

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

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

  • 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.

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

  • Reconcile or note and report discrepancies found in records.

  • Maintain inventory records.

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

  • Reconcile records of bank transactions.

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

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

  • Code documents according to company procedures.

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

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

  • Prepare and process payroll information.

  • 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.

Technologies & Software

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

Alternative Job Titles