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Automation Risk Analysis

Will “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%

“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%

“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

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

  • Pay and process claims within designated authority level.

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

  • 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.

  • 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.

  • Attend mediations or trials.

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

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

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

Technologies & Software

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

Alternative Job Titles