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Automation Risk Analysis

Will “Weather Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Weather 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%

“Weather 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

  • 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.

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

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

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

  • Deliver messages and run errands.

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

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

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

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

  • Inventory and order materials, supplies, and services.

  • Answer telephones, direct calls, and take messages.

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

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles