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Automation Risk Analysis

Will “Customer Service Representative (CSR)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Customer Service Representative (CSR)” 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 Service Representative (CSR)” 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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

  • 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.

  • Solicit sales of new or additional services or products.

Technologies & Software

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

Alternative Job Titles