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Automation Risk Analysis

Will “Reconciliation Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #671 of 702. Estimated risk: 98.0%

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AI Exposure Risk

61%

“Reconciliation Analyst” 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%

“Reconciliation Analyst” 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

  • 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.

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

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

  • Prepare trial balances of books.

  • Prepare purchase orders and expense reports.

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

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

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

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

  • Reconcile records of bank transactions.

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

  • Code documents according to company procedures.

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

  • Prepare and process payroll information.

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

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

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

  • Reconcile or note and report discrepancies found in records.

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

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

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

  • Maintain inventory records.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles