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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

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

  • Inventory and order materials, supplies, and services.

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

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

  • 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.

  • Count, weigh, measure, or organize materials.

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

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

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

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

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

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

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

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

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

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

  • Deliver messages and run errands.

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

  • Answer telephones, direct calls, and take messages.

Technologies & Software

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

Alternative Job Titles