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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

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

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

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

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

  • Collect evidence to support contested claims in court.

  • 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.

  • Pay and process claims within designated authority level.

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

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

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

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Attend mediations or trials.

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

  • Obtain credit information from banks and other credit services.

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles