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Automation Risk Analysis

Will “Customer Service Agent” 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 Agent” 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 Agent” 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

  • 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.

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

  • 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.

  • Solicit sales of new or additional services or products.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles