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Automation Risk Analysis

Will “Adjustment Clerk” 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%

“Adjustment Clerk” 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%

“Adjustment Clerk” 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

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • Attend mediations or trials.

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

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles