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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

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

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

  • Pay and process claims within designated authority level.

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

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

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

  • Attend mediations or trials.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

  • 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.

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

  • Obtain credit information from banks and other credit services.

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

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles