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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

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

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

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

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

  • Pay and process claims within designated authority level.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • 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.

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles