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Automation Risk Analysis

Will “Trace Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Trace 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%

“Trace 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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

  • Deliver messages and run errands.

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

  • Answer telephones, direct calls, and take messages.

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

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

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

  • Inventory and order materials, supplies, and services.

Technologies & Software

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

Alternative Job Titles