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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

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Pay and process claims within designated authority level.

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

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

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

  • 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.

  • Attend mediations or trials.

  • Collect evidence to support contested claims in court.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

Technologies & Software

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

Alternative Job Titles