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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

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

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

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

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

  • Answer telephones, direct calls, and take messages.

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

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

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

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

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

  • Inventory and order materials, supplies, and services.

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

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

  • Deliver messages and run errands.

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

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

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

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

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

  • Count, weigh, measure, or organize materials.

Technologies & Software

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

Alternative Job Titles