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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

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

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

  • 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.

  • 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 forms and other records to determine insurance coverage.

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

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

  • 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.

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

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

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

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

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

Technologies & Software

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

Alternative Job Titles