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Automation Risk Analysis

Will “Medical Claims Analyst” 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%

“Medical Claims Analyst” 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%

“Medical Claims Analyst” 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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

  • Pay and process claims within designated authority level.

  • Attend mediations or trials.

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

Technologies & Software

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

Alternative Job Titles