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Automation Risk Analysis

Will “Customer Service Assistant” 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 Assistant” 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 Assistant” 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

  • 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.

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

  • 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.

  • Solicit sales of new or additional services or products.

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

  • 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.

  • Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.

  • 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.

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

Technologies & Software

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

Alternative Job Titles