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Automation Risk Analysis

Will “Disability 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%

“Disability 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%

“Disability 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.

  • 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.

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

  • 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.

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

  • Attend mediations or trials.

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

Technologies & Software

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

Alternative Job Titles