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Automation Risk Analysis

Will “Consulting Actuary” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“Consulting 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%

“Consulting 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

  • Testify before public agencies on proposed legislation affecting businesses.

  • 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.

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

  • Manage credit and help price corporate security offerings.

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

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

  • 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.

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

  • Explain changes in contract provisions to customers.

  • Negotiate terms and conditions of reinsurance with other companies.

  • 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.

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

Technologies & Software

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