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Automation Risk Analysis

Will “Trouble Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Trouble 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%

“Trouble 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.

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

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

  • 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.

  • Solicit sales of new or additional services or products.

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles