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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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

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

  • 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.

  • Attend mediations or trials.

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

Technologies & Software

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

Alternative Job Titles