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Automation Risk Analysis

Will “Mutual Fund Accountant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #589 of 702. Estimated risk: 94.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

62%

“Mutual Fund Accountant” 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Mutual Fund Accountant” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Accountants and Auditors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Examine, analyze, and interpret accounting records to prepare financial statements, give advice, or audit and evaluate statements prepared by others. Install or advise on systems of recording costs or other financial and budgetary data.

Avg. Annual Salary $93,520
Avg. Hourly Wage $44.96
Available Jobs (US) 1,448,290
Job Title & Hierarchy Code (SOC) Accountants and Auditors #13-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Accountants and Auditors”

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Core Skills & Abilities

  • Prepare detailed reports on audit findings.

  • Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.

  • Conduct pre-implementation audits to determine if systems and programs under development will work as planned.

  • Process invoices for payment.

  • Examine inventory to verify journal and ledger entries.

  • Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.

  • Review data about material assets, net worth, liabilities, capital stock, surplus, income, or expenditures.

  • Audit payroll and personnel records to determine unemployment insurance premiums, workers' compensation coverage, liabilities, and compliance with tax laws.

  • Establish tables of accounts and assign entries to proper accounts.

  • Direct activities of personnel engaged in filing, recording, compiling, and transmitting financial records.

  • Review taxpayer accounts, and conduct audits on-site, by correspondence, or by summoning taxpayer to office.

  • Examine whether the organization's objectives are reflected in its management activities, and whether employees understand the objectives.

  • Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.

  • Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.

  • Advise clients in areas such as compensation, employee health care benefits, the design of accounting or data processing systems, or long-range tax or estate plans.

  • Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.

  • Report to management regarding the finances of establishment.

  • Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.

  • Prepare, analyze, or verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.

  • Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.

  • Prepare adjusting journal entries.

  • Review accounts for discrepancies and reconcile differences.

  • Develop, maintain, or analyze budgets, preparing periodic reports that compare budgeted costs to actual costs.

  • Compute taxes owed and prepare tax returns, ensuring compliance with payment, reporting, or other tax requirements.

  • Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.

  • Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.

  • Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.

  • Supervise auditing of establishments, and determine scope of investigation required.

  • Confer with company officials about financial and regulatory matters.

Technologies & Software

  • Audit planning and control environment software
  • Paisley IssueTrack
  • Micronetics Xpert Write-up
  • UA Business Software Professional Edition
  • Lead Business Analyzer
  • DataRobot
  • Pro Systems Client Write-Up System for Windows
  • Sage EDP Payroll Tax
  • Asset management software
  • Heron CrossTie General Ledger
  • Apache Solr
  • Planful AI
  • Digital analysis tests and statistics DATAS for SAS
  • Sampson Data Pattern Index software
  • ADP Super Report Writer
  • Paisley RiskNavigator
  • Data extraction software
  • NetSuite ERP
  • Grok (xAI)
  • Alteryx AI
  • ATX Total Tax Office
  • Financial reporting software
  • Intuit Lacerte
  • D'Arcangelo Galileo
  • Qwen (Alibaba)
  • Intellitax financial solutions software
  • NewPortWave Year End Solutions
  • BNA Sales and Use Tax Rates and Forms
  • RSM McGladrey Advanced Practice Solutions Paperless Audit
  • TimeValue software
  • Google Slides
  • TrendTracker Compliance Solution
  • Accounting fraud detection software
  • Tableau AI
  • Oracle PeopleSoft Financials
  • Roundtable Software Advantage Accounting System
  • Yardi Systems Yardi Enterprise
  • AuditWare CaseWare Examiner
  • Thomson Creative Solutions Engagement CS
  • Advanced Micro Systems 1099-Etc
  • ATX Total Engagement Office
  • Microsoft Windows
  • IBM Notes
  • Delphi Technology
  • Intuit ProSeries
  • RSM McGladrey Auditor Assistant
  • 1099 ProsSoftware
  • Sage HandiSoft HandiLedger
  • Eko
  • Salesforce software
  • Microsoft SharePoint
  • Profit Developers Electronic File Interchange
  • Tax compliance property tax management software
  • General ledger software
  • Gemini for Workspace
  • OSI TrustWise
  • Guidance Software EnCase Enterprise
  • Microsoft Word
  • CaseWare International IDEA SmartAnalyzer
  • Tropics workers' compensation software
  • IDMS Account Ability
  • ChatGPT (OpenAI)
  • Best MIP Fund Accounting
  • Financial Competence
  • Tumbleweed SecureTransport
  • Fund accounting software
  • Yardi software
  • KPB Associates TaxStream
  • Epic Systems
  • Microsoft SQL Server
  • Swift
  • Lumigent Entegra
  • Accounting compliance software
  • Accounts payable software
  • BNA Estate and Gift Tax Suite
  • CaseWare Working Papers
  • Microsoft OneNote
  • Oracle Fusion Applications
  • Oracle Database
  • AuditWare financial reporting and auditing software
  • New Millennium Communications Genesis Accounting
  • Nova (Amazon)
  • CCH ProSystem fx TAX
  • FRx Software Microsoft FRx
  • Microsoft Outlook
  • Sage 50 Accounting
  • Thomson Reuters Risk Management
  • Creative Solutions UltraTax 1040
  • Sageworks ProfitCents
  • SAP Business Objects
  • Spreadsheet software
  • Claude (Anthropic)
  • Brentmark Estate Planning Quickview
  • Oracle JD Edwards EnterpriseOne
  • DeepSeek
  • Paisley Cardmap
  • Cartesis Magnitude iAnalysis
  • Paisley Focus Control Assurance
  • Sage CPADocument Manager
  • LexisNexis
  • Sage ERP Accpac
  • BNA Corporate Tax Audit Analyzer
  • Medical procedure coding software
  • Google Sheets
  • Payroll software
  • Intuit TurboTax
  • Mistral (Mistral AI)
  • WizSoft WizRule
  • Thomson GoSystem Tax
  • Audit management software
  • Cost accounting software
  • Thomson PPC e-Tools Suite
  • Human resource management software HRMS
  • H&R Block Tax
  • Summit Software Summit Biofuels Accounting
  • Internal audit software
  • Database software
  • Cartesis ES Magnitude
  • AcornSystems Corporate Performance Management
  • CPSI EHR System
  • Accurate NXG
  • Structured query language SQL
  • Evron Computer Systems SAGE PFW (Platinum For Windows)
  • Sage CPAClient Checkbook
  • Paisley AutoAudit
  • AcorynSystems Activity Based Costing/Management ABC/M
  • Sage CPAAccounts Receivable
  • Microsoft Excel
  • Oracle Primavera Enterprise Project Portfolio Management
  • Sage 300 Construction and Real Estate
  • Microsoft PowerPoint
  • Multiview Accounts Receivable
  • Bi3 Financial Statement Fraud Analysis
  • Practice management software PMS
  • AdaptaSoft CyberPay
  • Napkin AI
  • Microsoft Dynamics
  • Microsoft Project
  • UNIX
  • Digital analysis tests and statistics DATAS for Excel
  • Income tax return preparation software
  • Automated auditors fraud detector software
  • Fixed-assets depreciation software
  • FileMaker Pro
  • CashFlow Guardian
  • IBM Cognos Impromptu
  • Sage BusinessWorks
  • Microsoft Publisher
  • NortonLifeLock cybersecurity software
  • Invoice software
  • Pentana audit work system PAWS
  • Microsoft Dynamics SL
  • Best Software CPAPayroll
  • Lead Activity Analyzer
  • R
  • Oracle Hyperion
  • Alteryx software
  • Kimi (Moonshot AI)
  • BizBench
  • Meta Business AI
  • Iron Mountain Accutrac records management software
  • BNA Income Tax Planning Solutions
  • SAP BusinessObjects Data Integrator
  • InformationActive ActiveData for Excel
  • MRO Audit Tracker
  • Llama (Meta)
  • Recovery audit software
  • OmniRIM Records Management Suite
  • Tax software
  • Palisade @Risk
  • Accountants Templates JAZZ-It!
  • Financial statement software
  • Microsoft Visual Basic
  • Sage CPAAccounts Payable
  • Arbutus Analyzer
  • SAP Concur
  • SAP Crystal Reports
  • Microsoft Access
  • PROPHIX Enterprise
  • Avalara AvaTax ST
  • Medical condition coding software
  • Microsoft Exchange
  • Oracle E-Business Suite Financials
  • Workday software
  • ADP Workforce Now
  • Oracle Business Intelligence Enterprise Edition
  • Accounting software
  • Blackbaud The Raiser's Edge
  • Cammack Computations Inter-Est
  • Perplexity AI
  • Exact Software Macola ES
  • Star Software Fixed Asset Depreciation
  • Microsoft Copilot
  • Bi3 Audit Intelligence
  • Solutions Technology & Software HR Premier
  • Qlik Tech QlikView
  • Corporate Responsibility System Technologies Limited Compliance Positioning System
  • Oracle PeopleSoft
  • Adobe Acrobat
  • Client billing software
  • Star Software Materiality Calculator
  • Gemini (Google)
  • Accounts receivable software
  • Teradata Database
  • IBM Power Systems software
  • Automation Counselors municiPAL
  • PricewaterhouseCoopers TeamMate
  • Estate planning software
  • Google Docs
  • WizSoft WizWhy
  • ACL Business Assurance Analytics
  • Corel WordPerfect Office Suite
  • Microsoft Visio
  • IBM SPSS Statistics
  • Universal Tax Systems TaxWise
  • Thomson Creative Solutions Financial Analysis CS
  • Healthcare common procedure coding system HCPCS
  • CaseWare International IDEA
  • Softrax Revenue Management
  • Microsoft Office software
  • Microsoft Visual Basic for Applications VBA
  • Microsoft Works
  • CCIS AccountAbility
  • MEDITECH software
  • CYMA IV Accounting for Windows
  • Microsoft Dynamics NAV
  • Data entry software
  • Kirix ProffiPoint
  • Choice Technologies PowerBill +
  • Sync Essentials Trade Accountant
  • ACL Audit Exchange
  • Abacus Tax
  • Sage Platinum for Windows PFW
  • Pleier Audit Management System
  • Sage HRMS
  • Cebos MQ1 Audit System
  • Sage MAS 500
  • Sage MAS 200 ERP
  • SAP software
  • Lawson ERP
  • TopCAATs
  • ACCUCert
  • WorkForce Software EmpCenter Time and Attendance
  • Intrax ProcedureNet
  • MethodWare ProAudit Advisor
  • IAD Audit Leverage
  • Tableau
  • American Riviera Magtax
  • Intuit QuickBooks
  • Microsoft Dynamics GP
  • TechSmith Camtasia
  • Microsoft FRx
  • eXtensible Business Reporting Language XBRL
  • Billing software
  • SAS
  • Document management system software
  • Datavantage
  • ATX Total Accounting Office
  • Desktop computers
  • Personal computers
  • Laser facsimile machines
  • Scanners
  • 10-key calculators
  • Personal digital assistants PDA
  • Photocopying equipment
  • Notebook computers
  • Computer data input scanners
  • Laptop computers
  • Tablet computers