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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

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

  • 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 adjusting journal entries.

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

  • Process invoices for payment.

  • Report to management regarding the finances of establishment.

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

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

  • Examine inventory to verify journal and ledger entries.

  • Prepare detailed reports on audit findings.

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

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

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

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

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

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

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

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

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

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

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

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

  • Confer with company officials about financial and regulatory matters.

  • 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.

  • 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.

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

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

  • Review accounts for discrepancies and reconcile differences.

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

Technologies & Software

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