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Automation Risk Analysis

Will “Insurance Actuary” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“Insurance Actuary” 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

21%

“Insurance Actuary” 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 21% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Actuaries, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze statistical data, such as mortality, accident, sickness, disability, and retirement rates and construct probability tables to forecast risk and liability for payment of future benefits. May ascertain insurance rates required and cash reserves necessary to ensure payment of future benefits.

Avg. Annual Salary $134,990
Avg. Hourly Wage $64.90
Available Jobs (US) 28,340
Job Title & Hierarchy Code (SOC) Actuaries #15-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Actuaries”

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Core Skills & Abilities

  • Determine, or help determine, company policy, and explain complex technical matters to company executives, government officials, shareholders, policyholders, or the public.

  • Testify in court as expert witness or to provide legal evidence on matters such as the value of potential lifetime earnings of a person disabled or killed in an accident.

  • Construct probability tables for events such as fires, natural disasters, and unemployment, based on analysis of statistical data and other pertinent information.

  • Manage credit and help price corporate security offerings.

  • Negotiate terms and conditions of reinsurance with other companies.

  • Provide expertise to help financial institutions manage risks and maximize returns associated with investment products or credit offerings.

  • Provide advice to clients on a contract basis, working as a consultant.

  • Ascertain premium rates required and cash reserves and liabilities necessary to ensure payment of future benefits.

  • Analyze statistical information to estimate mortality, accident, sickness, disability, and retirement rates.

  • Collaborate with programmers, underwriters, accounts, claims experts, and senior management to help companies develop plans for new lines of business or improvements to existing business.

  • Determine policy contract provisions for each type of insurance.

  • Design, review, and help administer insurance, annuity and pension plans, determining financial soundness and calculating premiums.

  • Testify before public agencies on proposed legislation affecting businesses.

  • Explain changes in contract provisions to customers.

  • Determine equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutual companies.

Technologies & Software

  • Grok (xAI)
  • Tableau
  • Insightful S-PLUS
  • SS&C PTS
  • Microsoft Project
  • Structured query language SQL
  • Llama (Meta)
  • Devin (Cognition AI)
  • GitHub Copilot
  • Microsoft Access
  • ChatGPT (OpenAI)
  • C++
  • Lovable.dev
  • IBM Lotus Notes
  • Microsoft SQL Server
  • Microsoft Word
  • Microsoft Visual Basic for Applications VBA
  • Codeium
  • Pricing software
  • Cursor AI
  • SAP BusinessObjects Desktop Intelligence
  • Qlik Tech QlikView
  • IBM SPSS Statistics
  • Insureware ICRFS-ELRF
  • Microsoft Visual Basic
  • Microsoft Excel
  • Qwen (Alibaba)
  • ARMON Technologies XLActuary
  • Statistical software
  • Milliman Corporate Affinity
  • Tabnine
  • SAS
  • Milliman ReservePro
  • Microsoft Office software
  • Lewis & Ellis LEAPPS
  • Python
  • Amazon CodeWhisperer
  • Microsoft PowerPoint
  • Perplexity AI
  • Appraisal software
  • Towers Perrin MoSes
  • Cash flow software
  • dBASE Plus
  • Mistral (Mistral AI)
  • Claude (Anthropic)
  • Oracle Database
  • GGY AXIS
  • Oak Mountain Software AnnuityValue
  • Google Antigravity
  • Mistral AI (chat/models)
  • Spreadsheet software
  • Bolt.new
  • Gemini Code Assist
  • Kimi (Moonshot AI)
  • Oracle Java
  • v0 by Vercel
  • Presentation software
  • Microsoft Visio
  • Wolfram Research Mathematica
  • Nova (Amazon)
  • Microsoft Power BI
  • Compliance testing software
  • DeepSeek
  • R
  • Word processing software
  • Microsoft Visual FoxPro
  • PolySystems Asset Delphi
  • Gemini (Google)
  • Desktop computers
  • 10-key calculators
  • Personal computers
  • Notebook computers