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Automation Risk Analysis

Will “Merchandise Complaint Adjuster” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Merchandise Complaint Adjuster” 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%

“Merchandise Complaint Adjuster” 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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Solicit sales of new or additional services or products.

Technologies & Software

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  • Zapier AI
  • SAP software
  • Sales force automation software
  • Poll Everywhere
  • UiPath (RPA + AI)
  • Healthcare common procedure coding system HCPCS
  • Multi-channel contact center software
  • Skype
  • Adobe Illustrator
  • NetSuite ERP
  • DeepSeek
  • LexisNexis
  • IBM Notes
  • Customer complaint ticketing management software
  • Telemation e-CRM
  • Austin Logistics CallTech
  • SAP Crystal Reports
  • Llama (Meta)
  • Microsoft OneNote
  • Microsoft Copilot
  • Microsoft Excel
  • Sage MAS 200 ERP
  • McAfee
  • Oracle JD Edwards EnterpriseOne
  • Applied Systems Vision
  • Handheld computer device software
  • IBM Power Systems software
  • LogMeIn GoToMeeting
  • Blackbaud The Raiser's Edge
  • Human resource management software HRMS
  • Microsoft Outlook
  • Microsoft Dynamics GP
  • Microsoft Teams
  • Timpani Contact Center
  • Mistral (Mistral AI)
  • FileMaker Pro
  • Medical procedure coding software
  • Microsoft Access
  • Unified messaging software
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  • ChatGPT (OpenAI)
  • Gemini for Workspace
  • Timpani Chat
  • Lynk Everest
  • Customer relationship management CRM software
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  • Google Meet
  • j2 Global Communications onebox
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  • LinkedIn
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  • Zoom
  • Facebook
  • IBM Domino
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  • Slack
  • Oracle PeopleSoft
  • Microsoft Office software
  • FaceTime
  • Adobe Creative Cloud software
  • Data entry software
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  • Kronos Workforce Timekeeper
  • Customer account management software
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  • Airtable
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  • Voice over internet protocol VoIP system software
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  • Apple macOS
  • Citrix cloud computing software
  • Microsoft PowerPoint
  • Avidian Technologies Prophet
  • Google Sites
  • Otter.ai
  • GroupMe
  • Main Street Softworks Monetra
  • iShip
  • ADP Workforce Now
  • Microsoft Word
  • Microsoft Exchange
  • Google Drive
  • Database software
  • Nearpod
  • Open Text Fax Server, RightFax Edition
  • Parature eRealtime
  • Perplexity AI
  • Grammarly AI
  • SAP Business Objects
  • Active Data Online WebChat
  • Grok (xAI)
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  • Salesforce software
  • Microsoft Windows
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  • Timpani Email
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  • MEDITECH software
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  • Desktop computers
  • Scanners
  • Predictive dialers
  • Wireless telephone headsets
  • Wireless telephone systems
  • Autodialing systems
  • Personal digital assistants PDA
  • Voice broadcasting systems
  • Cash registers
  • Global positioning system GPS receivers
  • Automatic call distribution ACD system
  • Multi-line telephone systems
  • Calling line identification equipment
  • Dialed number identification systems DNIS

Alternative Job Titles