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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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

  • 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.

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Obtain credit information from banks and other credit services.

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

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

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles