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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

  • 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.

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles