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Automation Risk Analysis

Will “Bodily Injury Claims Examiner” 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%

“Bodily Injury Claims Examiner” 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%

“Bodily Injury Claims Examiner” 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 investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • 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.

  • Attend mediations or trials.

  • 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.

  • 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.

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

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

  • Collect evidence to support contested claims in court.

  • Pay and process claims within designated authority level.

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

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

  • Obtain credit information from banks and other credit services.

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

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

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

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

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

  • 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.

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

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

  • Confer with legal counsel on claims requiring litigation.

  • 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.

Technologies & Software

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

Alternative Job Titles