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AI Risk Comparison

Tax Examiners and Collectors, and Revenue Agents vs Financial Quantitative Analysts

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

Safer role
Tax Examiners and Collectors, and Revenue Agents
Higher risk
Financial Quantitative Analysts
Risk gap
0 points
Business & FinanceO*NET: 13-2081.00

Tax Examiners and Collectors, and Revenue Agents

Determine tax liability or collect taxes from individuals or business firms according to prescribed laws and regulations.

AI Risk Score

93/100
Critical

High risk: many core tasks are exposed to automation.

Automation factors

  • Maintain records for each case, including contacts, telephone numbers, and actions taken.
  • Contact taxpayers by mail or telephone to address discrepancies and to request supporting documentation.
  • Working with Computers
  • Evaluating Information to Determine Compliance with Standards
  • Processing Information

Top skills

Reading Comprehension4.00/5
Active Listening4.00/5
Speaking4.00/5
Critical Thinking3.88/5
Writing3.25/5

Recommended career pivots

Tax Preparers94/100Accountants and Auditors93/100Bill and Account Collectors91/100Credit Authorizers, Checkers, and Clerks89/100Bookkeeping, Accounting, and Auditing Clerks93/100
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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