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Automation Risk Analysis

Will “Collateral Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Collateral 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%

“Collateral 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

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

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

  • Code documents according to company procedures.

  • Maintain inventory records.

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

  • 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.

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

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

  • 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.

  • Prepare and process payroll information.

  • Reconcile or note and report discrepancies found in records.

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Prepare purchase orders and expense reports.

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

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

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

  • Prepare trial balances of books.

Technologies & Software

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

Alternative Job Titles