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Automation Risk Analysis

Will “Chart Changer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Chart Changer” 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%

“Chart Changer” 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

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

  • Prepare trial balances of books.

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

  • Reconcile records of bank transactions.

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

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

  • 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.

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

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

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

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

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

  • Prepare and process payroll information.

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

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

  • Maintain inventory records.

  • Code documents according to company procedures.

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

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

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

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

  • Prepare purchase orders and expense reports.

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

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

Technologies & Software

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

Alternative Job Titles