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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

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • Attend mediations or trials.

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Pay and process claims within designated authority level.

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

Technologies & Software

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

Alternative Job Titles