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Automation Risk Analysis

Will “Property Adjuster” 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%

“Property Adjuster” 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%

“Property Adjuster” 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 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.

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

  • Collect evidence to support contested claims in court.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

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

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

  • Attend mediations or trials.

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

  • 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.

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

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

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

Technologies & Software

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

Alternative Job Titles