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Automation Risk Analysis

Will “Clerical 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%

“Clerical 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%

“Clerical 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.

  • Pay and process claims within designated authority level.

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

  • Attend mediations or trials.

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

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

  • Obtain credit information from banks and other credit services.

  • Collect evidence to support contested claims in court.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles