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Automation Risk Analysis

Will “Claims Specialist” 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 Specialist” 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 Specialist” 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.

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

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

  • Attend mediations or trials.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

  • Collect evidence to support contested claims in court.

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

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

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

Technologies & Software

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

Alternative Job Titles