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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

  • Attend mediations or trials.

  • 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.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

  • 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.

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

Technologies & Software

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

Alternative Job Titles