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Automation Risk Analysis

Will “Workers' Compensation Claims Examiner” 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%

“Workers' Compensation Claims Examiner” 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%

“Workers' Compensation Claims Examiner” 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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

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

  • 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.

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

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

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

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles