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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

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

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

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

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

  • Pay and process claims within designated authority level.

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

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

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

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

  • 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.

  • Report overpayments, underpayments, and other irregularities.

  • Collect evidence to support contested claims in court.

  • 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.

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

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

  • 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.

  • 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.

  • Confer with legal counsel on claims requiring litigation.

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

  • Obtain credit information from banks and other credit services.

  • 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.

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

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

  • Attend mediations or trials.

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

Technologies & Software

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

Alternative Job Titles