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Automation Risk Analysis

Will “Chart Reader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Chart Reader” 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 Reader” 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

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

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

  • Prepare trial balances of books.

  • Maintain inventory records.

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

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

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

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

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

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

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

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

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

  • Code documents according to company procedures.

  • Prepare and process payroll information.

  • Reconcile records of bank transactions.

  • Reconcile or note and report discrepancies found in records.

  • Prepare purchase orders and expense reports.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles