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Automation Risk Analysis

Will “Verifying Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Verifying 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

38%

“Verifying 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 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Customer Service Representatives, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Interact with customers to provide basic or scripted information in response to routine inquiries about products and services. May handle and resolve general complaints. Excludes individuals whose duties are primarily installation, sales, repair, and technical support.

Avg. Annual Salary $45,380
Avg. Hourly Wage $21.82
Available Jobs (US) 2,725,930
Job Title & Hierarchy Code (SOC) Customer Service Representatives #43-4051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Customer Service Representatives”

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Core Skills & Abilities

  • Refer unresolved customer grievances to designated departments for further investigation.

  • Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.

  • Check to ensure that appropriate changes were made to resolve customers' problems.

  • Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.

  • Review insurance policy terms to determine whether a particular loss is covered by insurance.

  • Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.

  • Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.

  • Determine charges for services requested, collect deposits or payments, or arrange for billing.

  • Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.

  • Solicit sales of new or additional services or products.

  • Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.

  • Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.

  • Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

Technologies & Software

  • Avidian Technologies Prophet
  • Hosted Support ezSupport Pro
  • Salesforce.com Salesforce CRM
  • Parature eTicket
  • Citrix cloud computing software
  • Microsoft Copilot
  • Kimi (Moonshot AI)
  • Poll Everywhere
  • McAfee
  • Facebook
  • Airtable
  • Oracle PeopleSoft
  • Nearpod
  • Microsoft Dynamics GP
  • NortonLifeLock cybersecurity software
  • SAP Business Objects
  • Main Street Softworks Monetra
  • Handheld computer device software
  • LogMeIn GoToMeeting
  • Skype
  • Google Sites
  • SAP software
  • Stamps.com software
  • DSC Pacer Interactive Voice Response System
  • Microsoft Outlook
  • Microsoft Windows
  • Microsoft SharePoint
  • Otter.ai
  • Notion AI
  • Austin Logistics CallTech
  • Customer complaint ticketing management software
  • Grammarly AI
  • Sage 50 Accounting
  • Claude (Anthropic)
  • Austin Logistics CallSelect
  • Timpani Chat
  • DeepSeek
  • Multi-channel contact center software
  • Tax software
  • Adobe Creative Cloud software
  • Sage MAS 200 ERP
  • SAP Crystal Reports
  • Customer account management software
  • ChatGPT (OpenAI)
  • ShoreTel
  • Fund accounting software
  • Unified messaging software
  • Applied Systems Vision
  • Active Data Online WebChat
  • Microsoft Excel
  • Perplexity AI
  • Napkin AI
  • IBM Power Systems software
  • Dropbox
  • Intuit QuickBooks
  • Customer service and support software
  • Oracle E-Business Suite Financials
  • Google Meet
  • Salesforce software
  • Telemation e-CRM
  • Lynk Everest
  • Google Drive
  • Parature eRealtime
  • Microsoft Exchange
  • UiPath (RPA + AI)
  • Customer relationship management CRM software
  • Oracle Database
  • Sales force automation software
  • Data entry software
  • Delphi Technology
  • Blackbaud The Raiser's Edge
  • Microsoft Internet Explorer
  • Gemini (Google)
  • Adobe Photoshop
  • IBM Cognos Impromptu
  • j2 Global Communications onebox
  • ADP Workforce Now
  • Medical procedure coding software
  • Oracle Taleo
  • Microsoft Access
  • Microsoft Teams
  • Healthcare common procedure coding system HCPCS
  • NetSuite ERP
  • Medical condition coding software
  • Human resource management software HRMS
  • LexisNexis
  • Microsoft Dynamics
  • eStara Softphone
  • Austin Logistics Valeo
  • Kronos Workforce Timekeeper
  • Google Docs
  • Zapier AI
  • Gemini for Workspace
  • Database software
  • Adobe Illustrator
  • Microsoft Office software
  • Oracle JD Edwards EnterpriseOne
  • iShip
  • Virtual private networking VPN software
  • SugarSync
  • Timpani Email
  • Microsoft OneNote
  • Padlet
  • Llama (Meta)
  • Nova (Amazon)
  • IBM Domino
  • MEDITECH software
  • Zoom
  • Microsoft Word
  • Grok (xAI)
  • Microsoft Publisher
  • Mistral (Mistral AI)
  • Voice over internet protocol VoIP system software
  • FileMaker Pro
  • YouTube
  • Microsoft PowerPoint
  • Social media sites
  • Qwen (Alibaba)
  • Open Text Fax Server, RightFax Edition
  • GroupMe
  • Slack
  • Astute Solutions PowerCenter
  • Adobe Acrobat
  • Yardi software
  • FaceTime
  • Apple Keynote
  • Customer service knowledge generation software
  • LinkedIn
  • Apple macOS
  • IBM Notes
  • Timpani Contact Center
  • AS/400 Database
  • Scanners
  • Calling line identification equipment
  • Predictive dialers
  • Personal digital assistants PDA
  • On hold players
  • Global positioning system GPS receivers
  • Automatic call distribution ACD system
  • Wireless telephone systems
  • Multi-line telephone systems
  • Wireless telephone headsets
  • Dialed number identification systems DNIS
  • Autodialing systems
  • Voice broadcasting systems
  • Cash registers
  • Desktop computers

Alternative Job Titles