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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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

  • Solicit sales of new or additional services or products.

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

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

Technologies & Software

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

Alternative Job Titles