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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

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

  • 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.

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

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

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

  • Attend mediations or trials.

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles