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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

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

  • 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.

  • Collect evidence to support contested claims in court.

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • 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.

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

Technologies & Software

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

Alternative Job Titles