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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

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

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

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Collect evidence to support contested claims in court.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

  • Attend mediations or trials.

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

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

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

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

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

  • 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.

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

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

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

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

  • Pay and process claims within designated authority level.

Technologies & Software

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

Alternative Job Titles