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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

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

  • Inventory and order materials, supplies, and services.

  • Deliver messages and run errands.

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

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

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

  • 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.

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

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

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

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

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

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

  • Answer telephones, direct calls, and take messages.

  • Count, weigh, measure, or organize materials.

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

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

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

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

Technologies & Software

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

Alternative Job Titles