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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

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

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

  • Solicit sales of new or additional services or products.

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

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles