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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

  • 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.

  • 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.

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

  • 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.

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles