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Automation Risk Analysis

Will “Compensation 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%

“Compensation 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%

“Compensation 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

  • 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.

  • Attend mediations or trials.

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Confer with legal counsel on claims requiring litigation.

  • Collect evidence to support contested claims in court.

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

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

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

Technologies & Software

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

Alternative Job Titles