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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

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

  • 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.

  • 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.

  • Manage credit and help price corporate security offerings.

  • Determine policy contract provisions for each type of insurance.

  • Testify before public agencies on proposed legislation affecting businesses.

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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