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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

  • Collect evidence to support contested claims in court.

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

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

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

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

  • 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.

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles