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Automation Risk Analysis

Will “Insurance Customer Service Representative (Insurance CSR)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #689 of 702. Estimated risk: 98.0%

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AI Exposure Risk

57%

“Insurance Customer Service Representative (Insurance CSR)” 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%

“Insurance Customer Service Representative (Insurance CSR)” 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.

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

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

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

  • Calculate amount of claim.

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

  • Transmit claims for payment or further investigation.

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

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

  • Post or attach information to claim file.

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

  • Process and record new insurance policies and claims.

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

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

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

  • Review insurance policy to determine coverage.

  • Collect initial premiums and issue receipts.

  • Notify insurance agent and accounting department of policy cancellation.

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

  • Pay small claims.

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

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

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

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

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

Technologies & Software

  • Medical procedure coding software
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  • Account management software
  • InSystems Calligo Enterprise
  • Word processing software
  • Automated information system software
  • Microsoft Copilot
  • Microsoft Windows
  • UiPath (RPA + AI)
  • Insurance rating software
  • Gemini for Workspace
  • IBM Lotus Notes
  • Microsoft Access
  • Nova (Amazon)
  • Perplexity AI
  • Xactware Xactimate
  • GroupMe
  • Microsoft Excel
  • Claim processing system software
  • Grammarly AI
  • Otter.ai
  • MicroFocus GroupWise
  • Healthcare common procedure coding system HCPCS
  • Spreadsheet software
  • Billing software
  • Grok (xAI)
  • Web browser software
  • Medical condition coding software
  • Microsoft Internet Explorer
  • Policy issuance system software
  • DeepSeek
  • Microsoft Word
  • Llama (Meta)
  • Mistral (Mistral AI)
  • Database software
  • Alpha Software Alpha Five
  • Kimi (Moonshot AI)
  • Qwen (Alibaba)
  • Claude (Anthropic)
  • Microsoft Outlook
  • Microsoft PowerPoint
  • Napkin AI
  • Zapier AI
  • ChatGPT (OpenAI)
  • St. Paul Travelers e-CARMA
  • Gemini (Google)
  • Notion AI
  • Microsoft Office software
  • Desktop computers
  • Personal computers
  • 10-key calculators
  • Dictation machines

Alternative Job Titles