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Automation Risk Analysis

Will “Home Office Claims Specialist” 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%

“Home Office Claims Specialist” 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%

“Home Office Claims Specialist” 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

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

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

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

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

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

  • Obtain credit information from banks and other credit services.

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

  • Collect evidence to support contested claims in court.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Confer with legal counsel on claims requiring litigation.

  • Report overpayments, underpayments, and other irregularities.

  • Pay and process claims within designated authority level.

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

  • Attend mediations or trials.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles