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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

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Collect evidence to support contested claims in court.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Attend mediations or trials.

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

Technologies & Software

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

Alternative Job Titles