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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

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

  • 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.

  • Count, weigh, measure, or organize materials.

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

  • 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.

  • Inventory and order materials, supplies, and services.

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

  • Answer telephones, direct calls, and take messages.

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

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

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

  • Deliver messages and run errands.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles