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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

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

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

  • Attend mediations or trials.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

  • Collect evidence to support contested claims in court.

  • 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.

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

Technologies & Software

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

Alternative Job Titles