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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

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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

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

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

  • Attend mediations or trials.

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

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

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

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

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

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

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles