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Automation Risk Analysis

Will “Chart Picker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Chart Picker” 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 Picker” 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • Reconcile records of bank transactions.

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

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

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

  • Reconcile or note and report discrepancies found in records.

  • Prepare purchase orders and expense reports.

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

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

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

  • Prepare and process payroll information.

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

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

  • Maintain inventory records.

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

  • Prepare trial balances of books.

Technologies & Software

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

Alternative Job Titles