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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

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

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

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

  • 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.

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

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

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

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

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

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

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

  • 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.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

  • Obtain credit information from banks and other credit services.

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

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

Technologies & Software

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

Alternative Job Titles