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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.

  • Solicit sales of new or additional services or products.

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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles