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Automation Risk Analysis

Will “Field 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%

“Field 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%

“Field 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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

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

  • Attend mediations or trials.

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

Technologies & Software

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

Alternative Job Titles