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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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

  • Report overpayments, underpayments, and other irregularities.

  • Attend mediations or trials.

  • Pay and process claims within designated authority level.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles