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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

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

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

  • 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.

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

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

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

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

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

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

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Attend mediations or trials.

  • Confer with legal counsel on claims requiring litigation.

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

Technologies & Software

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

Alternative Job Titles