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Automation Risk Analysis

Will “Salvage Determiner” 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%

“Salvage Determiner” 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%

“Salvage Determiner” 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 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.

  • Obtain credit information from banks and other credit services.

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

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

  • Attend mediations or trials.

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

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

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

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

Technologies & Software

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

Alternative Job Titles