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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

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

  • 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.

  • Attend mediations or trials.

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

Technologies & Software

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

Alternative Job Titles