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Automation Risk Analysis

Will “Customer Care Representative (CCR)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Customer Care Representative (CCR)” 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%

“Customer Care Representative (CCR)” 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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles