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Automation Risk Analysis

Will “Workers' Compensation Claims Adjuster” 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 Adjuster” 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 Adjuster” 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

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

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

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

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • Attend mediations or trials.

  • Obtain credit information from banks and other credit services.

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

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

  • 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.

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

  • Collect evidence to support contested claims in court.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles