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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.

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

  • Explain changes in contract provisions to customers.

  • 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.

  • Testify before public agencies on proposed legislation affecting businesses.

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

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

  • Determine policy contract provisions for each type of insurance.

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

  • 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.

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

  • 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.

  • Manage credit and help price corporate security offerings.

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

Technologies & Software

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