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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

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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

  • Pay and process claims within designated authority level.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • Attend mediations or trials.

Technologies & Software

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

Alternative Job Titles