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Automation Risk Analysis

Will “Reinsurance 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%

“Reinsurance 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%

“Reinsurance 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

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

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

  • 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.

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

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

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Attend mediations or trials.

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

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Collect evidence to support contested claims in court.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles