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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

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

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

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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles