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Automation Risk Analysis

Will “Return-to-Factory Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Return-to-Factory 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%

“Return-to-Factory 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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles