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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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

  • Attend mediations or trials.

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

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

Technologies & Software

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

Alternative Job Titles