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Automation Risk Analysis

Will “Car Distributor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Car Distributor” 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%

“Car Distributor” 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

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

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

  • Answer telephones, direct calls, and take messages.

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

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

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

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

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

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

  • Deliver messages and run errands.

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

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

  • 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.

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

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

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

  • Count, weigh, measure, or organize materials.

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

  • Inventory and order materials, supplies, and services.

Technologies & Software

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

Alternative Job Titles