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Automation Risk Analysis

Will “Field 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%

“Field 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%

“Field 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

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

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

  • Attend mediations or trials.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles