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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

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

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

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

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

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

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

  • 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.

  • Obtain credit information from banks and other credit services.

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

  • Pay and process claims within designated authority level.

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles