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Automation Risk Analysis

Will “Returns Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Returns 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%

“Returns 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

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles