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Automation Risk Analysis

Will “Actuarial Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“Actuarial Analyst” 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%

“Actuarial Analyst” 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 equitable basis for distributing surplus earnings under participating insurance and annuity contracts in mutual companies.

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

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

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

  • 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 before public agencies on proposed legislation affecting businesses.

  • Determine policy contract provisions for each type of insurance.

  • Manage credit and help price corporate security offerings.

  • 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.

  • 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.

  • Negotiate terms and conditions of reinsurance with other 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.

  • Explain changes in contract provisions to customers.

Technologies & Software

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