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Automation Risk Analysis

Will “Complaints Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Complaints 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%

“Complaints 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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles