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Automation Risk Analysis

Will “Actuary” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“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%

“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

  • Explain changes in contract provisions to customers.

  • 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.

  • Negotiate terms and conditions of reinsurance with other companies.

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

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

  • Determine policy contract provisions for each type of insurance.

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

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

  • 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.

  • Manage credit and help price corporate security offerings.

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

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

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

  • Testify before public agencies on proposed legislation affecting businesses.

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

Technologies & Software

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