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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

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

  • Solicit sales of new or additional services or products.

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles