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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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • Attend mediations or trials.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles