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Automation Risk Analysis

Will “Liability Claims Representative” be Automated?

Historical Context: Oxford Study (2013)

Ranked #689 of 702. Estimated risk: 98.0%

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AI Exposure Risk

57%

“Liability Claims Representative” 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%

“Liability Claims Representative” 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

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

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

  • Process and record new insurance policies and claims.

  • Calculate amount of claim.

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

  • 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.

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

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

  • 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.

  • Post or attach information to claim file.

  • Pay small claims.

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

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

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

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

  • Collect initial premiums and issue receipts.

  • Transmit claims for payment or further investigation.

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

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

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

  • Notify insurance agent and accounting department of policy cancellation.

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

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

Technologies & Software

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

Alternative Job Titles