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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

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

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

  • Attend mediations or trials.

Technologies & Software

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

Alternative Job Titles