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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

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

  • Reconcile or note and report discrepancies found in records.

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

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

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

  • Prepare purchase orders and expense reports.

  • Maintain inventory records.

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

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

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

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

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

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

  • Prepare and process payroll information.

  • Reconcile records of bank transactions.

  • 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.

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

  • Prepare trial balances of books.

  • 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.

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

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

  • 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.

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

  • Code documents according to company procedures.

Technologies & Software

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

Alternative Job Titles