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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

  • Explain changes in contract provisions to customers.

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

  • 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.

  • Manage credit and help price corporate security offerings.

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

  • Testify before public agencies on proposed legislation affecting businesses.

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

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

  • Negotiate terms and conditions of reinsurance with other companies.

  • 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.

  • Determine policy contract provisions for each type of insurance.

  • 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.

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

Technologies & Software

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