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Automation Risk Analysis

Will “Claims Taker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #689 of 702. Estimated risk: 98.0%

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AI Exposure Risk

57%

“Claims Taker” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Claims Taker” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Insurance Claims and Policy Processing Clerks, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Process new insurance policies, modifications to existing policies, and claims forms. Obtain information from policyholders to verify the accuracy and completeness of information on claims forms, applications and related documents, and company records. Update existing policies and company records to reflect changes requested by policyholders and insurance company representatives.

Avg. Annual Salary $51,980
Avg. Hourly Wage $24.99
Available Jobs (US) 229,070
Job Title & Hierarchy Code (SOC) Insurance Claims and Policy Processing Clerks #43-9041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Insurance Claims and Policy Processing Clerks”

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Core Skills & Abilities

  • Enter insurance- and claims-related information into database systems.

  • Notify insurance agent and accounting department of policy cancellation.

  • Pay small claims.

  • Review insurance policy to determine coverage.

  • Examine letters from policyholders or agents, original insurance applications, and other company documents to determine if changes are needed and effects of changes.

  • Post or attach information to claim file.

  • Interview clients and take their calls to provide customer service and obtain information on claims.

  • Compose business correspondence for supervisors, managers, and professionals.

  • Process and record new insurance policies and claims.

  • Modify, update, or process existing policies and claims to reflect any change in beneficiary, amount of coverage, or type of insurance.

  • Process, prepare, and submit business or government forms, such as submitting applications for coverage to insurance carriers.

  • Calculate premiums, refunds, commissions, adjustments, or new reserve requirements, using insurance rate standards.

  • Provide customer service, such as limited instructions on proceeding with claims or referrals to auto repair facilities or local contractors.

  • Calculate amount of claim.

  • Collect initial premiums and issue receipts.

  • Transmit claims for payment or further investigation.

  • Review and verify data, such as age, name, address, and principal sum and value of property, on insurance applications and policies.

  • Obtain computer printout of policy cancellations, or retrieve cancellation cards from file.

  • Contact insured or other involved persons to obtain missing information.

  • Transcribe data to worksheets, and enter data into computer for use in preparing documents and adjusting accounts.

  • Compare information from application to criteria for policy reinstatement, and approve reinstatement when criteria are met.

  • Prepare insurance claim forms or related documents, and review them for completeness.

  • Organize or work with detailed office or warehouse records, using computers to enter, access, search or retrieve data.

  • Correspond with insured or agent to obtain information or to inform them of account status or changes.

  • Organize or work with detailed office or warehouse records, maintaining files for each policyholder, including policies that are to be reinstated or cancelled.

Technologies & Software

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  • Microsoft Windows
  • Billing software
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  • Microsoft Excel
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  • ChatGPT (OpenAI)
  • Grok (xAI)
  • Microsoft Outlook
  • Grammarly AI
  • Insurance rating software
  • InSystems Calligo Enterprise
  • Microsoft Word
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  • GroupMe
  • Microsoft PowerPoint
  • UiPath (RPA + AI)
  • St. Paul Travelers e-CARMA
  • Notion AI
  • Automated information system software
  • Microsoft Copilot
  • Database software
  • Gemini for Workspace
  • Spreadsheet software
  • Kimi (Moonshot AI)
  • IBM Check Processing Control System CPSC
  • Web browser software
  • Microsoft Internet Explorer
  • Qwen (Alibaba)
  • Microsoft Office software
  • IBM Lotus Notes
  • Word processing software
  • Policy issuance system software
  • Medical condition coding software
  • DeepSeek
  • Xactware Xactimate
  • Napkin AI
  • Personal computers
  • Dictation machines
  • 10-key calculators
  • Desktop computers

Alternative Job Titles