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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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Attend mediations or trials.

  • Pay and process claims within designated authority level.

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

Technologies & Software

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

Alternative Job Titles