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Automation Risk Analysis

Will “Product Development Actuary” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“Product Development Actuary” 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%

“Product Development Actuary” 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

  • 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.

  • Manage credit and help price corporate security offerings.

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

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

  • 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 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.

  • Negotiate terms and conditions of reinsurance with other companies.

  • 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.

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

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

  • Testify before public agencies on proposed legislation affecting businesses.

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

  • Explain changes in contract provisions to customers.

Technologies & Software

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