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Automation Risk Analysis

Will “Stubber” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Stubber” 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%

“Stubber” 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

  • Inventory and order materials, supplies, and services.

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

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

  • Deliver messages and run errands.

  • Answer telephones, direct calls, and take messages.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Count, weigh, measure, or organize materials.

Technologies & Software

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

Alternative Job Titles