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Automation Risk Analysis

Will “Liability Claims Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Liability Claims Examiner” 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Liability Claims Examiner” 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 Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Collect evidence to support contested claims in court.

  • Confer with legal counsel on claims requiring litigation.

  • Prepare reports to be submitted to company's data processing department.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Present cases and participate in their discussion at claim committee meetings.

  • Report overpayments, underpayments, and other irregularities.

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Examine claims forms and other records to determine insurance coverage.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Pay and process claims within designated authority level.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

  • Attend mediations or trials.

  • Obtain credit information from banks and other credit services.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

Technologies & Software

  • Tropics Claims Reserve Management
  • ISO NetMap for Claims
  • First Notice Systems ClaimCapture
  • Captiva InputAccel
  • MapScenes Pro
  • 4n6xprt Systems StiffCalcs
  • Magnify Predictive Targeting System
  • Covansys ClaimConnect
  • Simsol for Adjusters
  • Clear Technology Tranzax
  • Hyland OnBase Enterprise Content Management
  • Microsoft Word
  • Injury Sciences EDR InSight
  • ARSoftware WinSMAC
  • Apple Safari
  • Castek Insure3 Claims
  • Mistral (Mistral AI)
  • DeepSeek
  • Mozilla Firefox
  • CCC TL2000 Solution
  • Corporate Systems ClaimsPro
  • ADP software
  • CSC Colossus
  • PhotoModeler
  • Claims processing administration and management software
  • Property damage, bodily injury, and liability estimation software
  • Llama (Meta)
  • Automatic Data Processing Estimating
  • QwikQuote software
  • Microsoft Office software
  • Microsoft Publisher
  • IBM Fraud and Abuse Management System
  • Hummingbird Legal Bill Review
  • ChatGPT (OpenAI)
  • Qwen (Alibaba)
  • CGI-AMS BureauLink Enterprise
  • CCC Pathways Appraisal Quality Solution
  • Automatic Data Processing Autosource
  • CCC EZNet electronic communications network
  • LexisNexis RiskWise
  • Medical procedure coding software
  • Document management system software
  • Grok (xAI)
  • Bramerhill ClaimsTech
  • Brightwork Alyce Claims Systems
  • Turtle Creek Software Goldenseal Architect
  • Fair Isaac SmartAdvisor
  • Napkin AI
  • CCC GuidePost Decision Support
  • Planful AI
  • Tableau AI
  • Visual Statement Investigator Suite
  • Zoom
  • Automatic Data Processing Claims Manager & Dispatch
  • CSC Automated Work Distributor AWD
  • MapScenes Evidence Recorder
  • BCCORP Burkitt W5
  • Perplexity AI
  • AutoClaims Direct DirectLink
  • Nova (Amazon)
  • Kimi (Moonshot AI)
  • Computerized voice stress analyzer CVSA software
  • Datanex ClaimTrac
  • Business software applications
  • Microsoft Excel
  • InSystems Calligo Document Management System
  • Gemini for Workspace
  • CCC Pathways Image Management Solution
  • Fair Isaac Claims Advisor
  • Microsoft Copilot
  • Gemini (Google)
  • StrataCare StrataWare eReview
  • Bill review software
  • Insurance claims fraud detection software
  • Bridium Claims 3
  • Claude (Anthropic)
  • ISO ClaimSearch
  • BCCORP W5 for Adjusters
  • Microsoft PowerPoint
  • Axonwave Fraud and Abuse Management System
  • Xactware Xactimate
  • Microsoft Outlook
  • Alteryx AI
  • DataRobot
  • Healthcare common procedure coding system HCPCS
  • CAD Zone Insurance
  • Meta Business AI
  • CSC Fault Evaluator
  • Agency Management Systems AMS 360
  • Medical condition coding software
  • Microsoft Access
  • CGI INSideOUT
  • Data collectors
  • Handheld computers
  • Measure markers
  • Desktop computers
  • Event data recorders
  • Personal digital assistants PDA
  • Personal computers
  • Field computers
  • Notebook computers
  • Scanners
  • Mobile wireless handheld communication devices
  • Total stations
  • Tablet computers

Alternative Job Titles