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Automation Risk Analysis

Will “Claims Account 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 Account 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 Account 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 investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Attend mediations or trials.

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

  • 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.

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

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

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

  • Collect evidence to support contested claims in court.

Technologies & Software

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

Alternative Job Titles