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Automation Risk Analysis

Will “Health 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%

“Health 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%

“Health 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

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

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

  • 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.

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

  • Attend mediations or trials.

  • 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.

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

Technologies & Software

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

Alternative Job Titles