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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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

  • 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.

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • Attend mediations or trials.

Technologies & Software

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

Alternative Job Titles