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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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

  • Pay and process claims within designated authority level.

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

  • 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.

  • Attend mediations or trials.

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

  • Report overpayments, underpayments, and other irregularities.

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • Collect evidence to support contested claims in court.

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

Technologies & Software

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

Alternative Job Titles