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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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • 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.

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

  • Attend mediations or trials.

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

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

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

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

  • Collect evidence to support contested claims in court.

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

  • Obtain credit information from banks and other credit services.

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

  • Pay and process claims within designated authority level.

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

Technologies & Software

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

Alternative Job Titles