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Automation Risk Analysis

Will “Actuarial Consultant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #209 of 702. Estimated risk: 21.0%

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AI Exposure Risk

62%

“Actuarial Consultant” 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 Consultant” 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.

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

  • 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.

  • Explain changes in contract provisions to customers.

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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