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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

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

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

  • Solicit sales of new or additional services or products.

  • 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.

  • 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.

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles