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Automation Risk Analysis

Will “Margin Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Margin Clerk” 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%

“Margin Clerk” 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 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.

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

  • Maintain inventory records.

  • Reconcile records of bank transactions.

  • Prepare purchase orders and expense reports.

  • Prepare trial balances of books.

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

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

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

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

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

  • Prepare and process payroll information.

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

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

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

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

  • Code documents according to company procedures.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles