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Automation Risk Analysis

Will “Auto Claims Adjuster (Automotive Claims 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%

“Auto Claims Adjuster (Automotive Claims 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%

“Auto Claims Adjuster (Automotive Claims 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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

  • Pay and process claims within designated authority level.

  • Attend mediations or trials.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

  • Collect evidence to support contested claims in court.

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

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

Technologies & Software

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

Alternative Job Titles