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AI Risk Comparison

Tax Preparers vs Financial Quantitative Analysts

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Financial Quantitative Analysts
Higher risk
Tax Preparers
Risk gap
1 points
Business & FinanceO*NET: 13-2082.00

Tax Preparers

Prepare tax returns for individuals or small businesses.

AI Risk Score

94/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.
  • Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.
  • Interview clients to obtain additional information on taxable income and deductible expenses and allowances.
  • Working with Computers
  • Updating and Using Relevant Knowledge

Top skills

Reading Comprehension4.00/5
Active Listening3.88/5
Critical Thinking3.50/5
Speaking3.12/5
Active Learning3.12/5

Recommended career pivots

Tax Examiners and Collectors, and Revenue Agents93/100Accountants and Auditors93/100Personal Financial Advisors59/100Bookkeeping, Accounting, and Auditing Clerks93/100Credit Counselors91/100
Business & FinanceO*NET: 13-2099.01

Financial Quantitative Analysts

Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.

AI Risk Score

93/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Define or recommend model specifications or data collection methods.
  • Produce written summary reports of financial research results.
  • Provide application or analytical support to researchers or traders on issues such as valuations or data.
  • Working with Computers
  • Analyzing Data or Information

Top skills

Mathematics4.38/5
Critical Thinking4.12/5
Reading Comprehension4.00/5
Complex Problem Solving3.88/5
Active Listening3.75/5

Recommended career pivots

Data Scientists8/100Financial Risk Specialists19/100Financial and Investment Analysts8/100Statisticians67/100Operations Research Analysts45/100

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