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Automation Risk Analysis

Will “Disability Specialist” 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 Specialist” 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 Specialist” 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

  • Attend mediations or trials.

  • 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.

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

  • 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.

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

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

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

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

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Confer with legal counsel on claims requiring litigation.

  • Obtain credit information from banks and other credit services.

Technologies & Software

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

Alternative Job Titles