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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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

  • Collect evidence to support contested claims in court.

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

  • Attend mediations or trials.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles