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Automation Risk Analysis

Will “Customer Service Associate” 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 Associate” 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 Associate” 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

  • 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.

  • Solicit sales of new or additional services or products.

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles