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Automation Risk Analysis

Will “Health 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%

“Health 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%

“Health 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

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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • Attend mediations or trials.

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

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

Technologies & Software

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

Alternative Job Titles