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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

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

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

  • Inventory and order materials, supplies, and services.

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

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

  • Answer telephones, direct calls, and take messages.

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

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

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

  • Count, weigh, measure, or organize materials.

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

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

  • Deliver messages and run errands.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles