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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 trial balances of books.

  • Prepare and process payroll information.

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

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

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

  • Prepare purchase orders and expense reports.

  • Reconcile records of bank transactions.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

  • Code documents according to company procedures.

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

  • Maintain inventory records.

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

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

Technologies & Software

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

Alternative Job Titles