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Automation Risk Analysis

Will “Disability Analyst” 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 Analyst” 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 Analyst” 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 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.

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

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

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

  • 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.

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

  • Attend mediations or trials.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles