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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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

  • Pay and process claims within designated authority level.

  • Attend mediations or trials.

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles