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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.

  • Attend mediations or trials.

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

  • Collect evidence to support contested claims in court.

  • 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.

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

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

  • Report overpayments, underpayments, and other irregularities.

  • 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.

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

  • Confer with legal counsel on claims requiring litigation.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • Pay and process claims within designated authority level.

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

  • Obtain credit information from banks and other credit services.

Technologies & Software

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

Alternative Job Titles