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Automation Risk Analysis

Will “Claims Service 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 Service 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 Service 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

  • Attend mediations or trials.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • 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.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

Technologies & Software

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

Alternative Job Titles