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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

  • 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.

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

  • Collect evidence to support contested claims in court.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

  • Attend mediations or trials.

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles