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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

  • Inventory and order materials, supplies, and services.

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

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

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

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

  • Deliver messages and run errands.

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

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

  • 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.

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

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

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

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

  • Answer telephones, direct calls, and take messages.

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

  • 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.

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

  • Count, weigh, measure, or organize materials.

Technologies & Software

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

Alternative Job Titles