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Automation Risk Analysis

Will “Workers' Compensation Claims Representative” 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 Representative” 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 Representative” 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

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

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

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

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

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

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

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

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

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

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

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

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

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

  • 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.

  • 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.

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

  • Attend mediations or trials.

  • 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.

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

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

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

Technologies & Software

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

Alternative Job Titles