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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

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

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

  • Attend mediations or trials.

  • 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.

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

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

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

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

  • 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.

  • Collect evidence to support contested claims in court.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

  • Pay and process claims within designated authority level.

  • Confer with legal counsel on claims requiring litigation.

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

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

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

Technologies & Software

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

Alternative Job Titles