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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

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

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

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

  • Code documents according to company procedures.

  • Reconcile records of bank transactions.

  • Maintain inventory records.

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

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

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

  • 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.

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

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

  • Prepare trial balances of books.

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

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

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

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

  • Prepare purchase orders and expense reports.

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

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

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

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

  • Prepare and process payroll information.

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

Technologies & Software

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

Alternative Job Titles