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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

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

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

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

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

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

  • Solicit sales of new or additional services or products.

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles