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Automation Risk Analysis

Will “Greige Goods Marker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Greige Goods Marker” 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%

“Greige Goods Marker” 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

  • Answer telephones, direct calls, and take messages.

  • Deliver messages and run errands.

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

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

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

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

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

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

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

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

  • Count, weigh, measure, or organize materials.

  • 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.

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

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

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

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

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

  • Inventory and order materials, supplies, and services.

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

Technologies & Software

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

Alternative Job Titles