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Automation Risk Analysis

Will “Pricing 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%

“Pricing 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%

“Pricing 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

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

  • 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.

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

  • Testify before public agencies on proposed legislation affecting businesses.

  • Manage credit and help price corporate security offerings.

  • Determine policy contract provisions for each type of insurance.

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

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

  • Explain changes in contract provisions to customers.

  • 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.

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

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

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

Technologies & Software

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