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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

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

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

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

  • 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.

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

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

  • Solicit sales of new or additional services or products.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles