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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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • Attend mediations or trials.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Confer with legal counsel on claims requiring litigation.

  • Pay and process claims within designated authority level.

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

Technologies & Software

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

Alternative Job Titles