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Automation Risk Analysis

Will “Field Property Claims Specialist” 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 Specialist” 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 Specialist” 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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • 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.

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

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

  • Attend mediations or trials.

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

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles