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Automation Risk Analysis

Will “Property Claims 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 Claims 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 Claims 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

  • Attend mediations or trials.

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

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

  • Collect evidence to support contested claims in court.

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

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

  • 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.

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

  • 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.

  • 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.

  • Pay and process claims within designated authority level.

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles