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Automation Risk Analysis

Will “Actuarial Intern” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“Actuarial Intern” 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 Intern” 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

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

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

  • 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.

  • Testify before public agencies on proposed legislation affecting businesses.

  • Determine policy contract provisions for each type of insurance.

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

  • Explain changes in contract provisions to customers.

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

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

  • Manage credit and help price corporate security offerings.

  • 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.

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

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

  • 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.

Technologies & Software

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