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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

  • 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.

  • 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 reinsurance brokers to obtain information necessary for processing claims.

  • Attend mediations or trials.

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

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

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

  • Pay and process claims within designated authority level.

  • Collect evidence to support contested claims in court.

Technologies & Software

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

Alternative Job Titles