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Automation Risk Analysis

Will “Customer Service Clerk” 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 Clerk” 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 Clerk” 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

  • 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.

  • 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.

  • Solicit sales of new or additional services or products.

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles