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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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Pay and process claims within designated authority level.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Attend mediations or trials.

Technologies & Software

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

Alternative Job Titles