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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

  • Inventory and order materials, supplies, and services.

  • Count, weigh, measure, or organize materials.

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

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

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

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

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

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

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

  • Deliver messages and run errands.

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

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

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

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

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

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

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

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

  • Answer telephones, direct calls, and take messages.

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

Technologies & Software

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

Alternative Job Titles