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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

  • 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.

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

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

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles