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Automation Risk Analysis

Will “Fire 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%

“Fire 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%

“Fire 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

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

  • 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.

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

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

  • Collect evidence to support contested claims in court.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles