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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

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

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

  • 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.

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

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

  • Solicit sales of new or additional services or products.

  • 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.

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

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

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

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

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

Technologies & Software

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  • SAP software
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  • Oracle Database
  • Customer complaint ticketing management software
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  • Grammarly AI
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  • Mistral (Mistral AI)
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  • Microsoft Word
  • Sage 50 Accounting
  • McAfee
  • Microsoft PowerPoint
  • Database software
  • IBM Power Systems software
  • Dropbox
  • Adobe Photoshop
  • FileMaker Pro
  • Nearpod
  • Open Text Fax Server, RightFax Edition
  • Napkin AI
  • Perplexity AI
  • Customer account management software
  • Microsoft Internet Explorer
  • Human resource management software HRMS
  • Austin Logistics Valeo
  • Social media sites
  • Voice over internet protocol VoIP system software
  • Microsoft Windows
  • Microsoft Copilot
  • iShip
  • SAP Crystal Reports
  • Customer service knowledge generation software
  • IBM Notes
  • Kronos Workforce Timekeeper
  • Google Docs
  • Microsoft Outlook
  • Microsoft Dynamics
  • Hosted Support ezSupport Pro
  • MEDITECH software
  • Microsoft Access
  • DSC Pacer Interactive Voice Response System
  • Sage MAS 200 ERP
  • Skype
  • Timpani Contact Center
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  • Apple Keynote
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  • Parature eTicket
  • Applied Systems Vision
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  • Apple macOS
  • Google Drive
  • Delphi Technology
  • Parature eRealtime
  • Poll Everywhere
  • IBM Domino
  • j2 Global Communications onebox
  • Zoom
  • SAP Business Objects
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  • Desktop computers
  • Automatic call distribution ACD system
  • Scanners
  • Multi-line telephone systems
  • On hold players
  • Autodialing systems
  • Calling line identification equipment
  • Dialed number identification systems DNIS
  • Wireless telephone headsets
  • Personal digital assistants PDA
  • Cash registers
  • Voice broadcasting systems

Alternative Job Titles