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Automation Risk Analysis

Will “Lost and Found Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #315 of 702. Estimated risk: 55.0%

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AI Exposure Risk

56%

“Lost and Found 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%

“Lost and Found 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.

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles