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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

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

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

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

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

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

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

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

  • Deliver messages and run errands.

  • Answer telephones, direct calls, and take messages.

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

  • Count, weigh, measure, or organize materials.

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

  • 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.

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

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

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

  • Inventory and order materials, supplies, and services.

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

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

Technologies & Software

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

Alternative Job Titles