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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

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

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

  • Attend mediations or trials.

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

Technologies & Software

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

Alternative Job Titles