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Automation Risk Analysis

Will “Insurance 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%

“Insurance 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%

“Insurance 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

  • 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.

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

  • Attend mediations or trials.

Technologies & Software

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

Alternative Job Titles