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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

  • 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.

  • 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.

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

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

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

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

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

  • Manage credit and help price corporate security offerings.

  • 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.

  • 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.

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

Technologies & Software

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