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Automation Risk Analysis

Will “Train Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Train 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

34%

“Train 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 34% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Office Clerks, General, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform duties too varied and diverse to be classified in any specific office clerical occupation, requiring knowledge of office systems and procedures. Clerical duties may be assigned in accordance with the office procedures of individual establishments and may include a combination of answering telephones, bookkeeping, typing or word processing, office machine operation, and filing.

Avg. Annual Salary $45,470
Avg. Hourly Wage $21.86
Available Jobs (US) 2,510,550
Job Title & Hierarchy Code (SOC) Office Clerks, General #43-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Office Clerks, General”

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Core Skills & Abilities

  • Open, sort, and route incoming mail, answer correspondence, and prepare outgoing mail.

  • Count, weigh, measure, or organize materials.

  • Type, format, proofread, and edit correspondence and other documents, from notes or dictating machines, using computers or typewriters.

  • Deliver messages and run errands.

  • Prepare meeting agendas, attend meetings, and record and transcribe minutes.

  • Answer telephones, direct calls, and take messages.

  • Collect, count, and disburse money, do basic bookkeeping, and complete banking transactions.

  • Train other staff members to perform work activities, such as using computer applications.

  • Compile, copy, sort, and file records of office activities, business transactions, and other activities.

  • Inventory and order materials, supplies, and services.

  • Communicate with customers, employees, and other individuals to answer questions, disseminate or explain information, take orders, and address complaints.

  • Complete work schedules, manage calendars, and arrange appointments.

  • Complete and mail bills, contracts, policies, invoices, or checks.

  • Operate office machines, such as photocopiers and scanners, facsimile machines, voice mail systems, and personal computers.

  • Process and prepare documents, such as business or government forms and expense reports.

  • Review files, records, and other documents to obtain information to respond to requests.

  • Troubleshoot problems involving office equipment, such as computer hardware and software.

  • Compute, record, and proofread data and other information, such as records or reports.

  • Monitor and direct the work of lower-level clerks.

  • Maintain and update filing, inventory, mailing, and database systems, either manually or using a computer.

Technologies & Software

  • Evernote
  • Word processing software
  • Microsoft Word
  • IBM Check Processing Control System CPSC
  • Grammarly AI
  • Intuit QuickBooks
  • Microsoft Office software
  • Propertyware
  • Bookkeeping software
  • Mistral (Mistral AI)
  • Adobe InDesign
  • Filing system software
  • Database software
  • Blackbaud The Raiser's Edge
  • St. Paul Travelers e-CARMA
  • Salesforce.com Salesforce CRM
  • SmugMug Flickr
  • Appointment scheduling software
  • Perplexity AI
  • Medical condition coding software
  • Qwen (Alibaba)
  • Gemini (Google)
  • GroupMe
  • Google Docs
  • Google Sites
  • Records management software
  • Grok (xAI)
  • Microsoft PowerPoint
  • Yardi software
  • Oracle JD Edwards EnterpriseOne
  • Microsoft Publisher
  • Alpha Software Alpha Five
  • MEDITECH software
  • IBM Notes
  • Claude (Anthropic)
  • Dropbox
  • Nova (Amazon)
  • Web browser software
  • Notion AI
  • Adobe Acrobat
  • Oracle PeopleSoft
  • Zapier AI
  • Napkin AI
  • Mavenlink
  • Microsoft Access
  • Llama (Meta)
  • Microsoft Exchange
  • Electronic Data Interchange EDI systems
  • FileMaker Pro
  • Microsoft Excel
  • Data entry software
  • ChatGPT (OpenAI)
  • UiPath (RPA + AI)
  • Microsoft Copilot
  • Microsoft Project
  • LexisNexis
  • Henry Schein Dentrix
  • Microsoft Dynamics
  • 3M Post-it App
  • SAP software
  • Microsoft Outlook
  • Facebook
  • Oracle PeopleSoft Financials
  • DeepSeek
  • Kimi (Moonshot AI)
  • Social media sites
  • ADP Workforce Now
  • Microsoft SharePoint
  • Gemini for Workspace
  • Otter.ai
  • Spreadsheet software
  • LinkedIn
  • Billing software
  • Blackboard software
  • Google Workspace software
  • Transcription system software
  • Microsoft Windows
  • Google Drive
  • Sage 50 Accounting
  • Medical procedure coding software
  • Dictation equipment
  • Computer terminals
  • Photocopiers
  • Voice mail systems
  • Desktop computers
  • Laser facsimile machines
  • Electric typewriters
  • Data input scanners
  • 10-key calculators
  • Personal computers
  • Letter folding machines
  • Multi-line telephone systems
  • Scanners
  • Postage machines
  • Typewriters
  • Photocopying equipment
  • Computer laser printers
  • Laptop computers
  • Digital duplicating machines
  • Switchboards

Alternative Job Titles