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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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Obtain credit information from banks and other credit services.

  • Report overpayments, underpayments, and other irregularities.

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

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

  • Collect evidence to support contested claims in court.

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

  • Attend mediations or trials.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles