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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

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

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

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

  • 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.

  • Solicit sales of new or additional services or products.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles