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Automation Risk Analysis

Will “Code and Test Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #629 of 702. Estimated risk: 96.0%

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AI Exposure Risk

55%

“Code and Test 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%

“Code and Test 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

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

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

  • Inventory and order materials, supplies, and services.

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

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

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

  • 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.

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

  • Deliver messages and run errands.

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

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

  • 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.

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

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

  • Count, weigh, measure, or organize materials.

  • Answer telephones, direct calls, and take messages.

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

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

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  • Spreadsheet software
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  • ADP Workforce Now
  • Sage 50 Accounting
  • Blackboard software
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  • Microsoft Windows
  • Facebook
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  • FileMaker Pro
  • Microsoft Access
  • Oracle JD Edwards EnterpriseOne
  • Yardi software
  • 3M Post-it App
  • Henry Schein Dentrix
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  • Adobe InDesign
  • Google Docs
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  • Dictation equipment
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  • Voice mail systems
  • Photocopiers
  • Switchboards
  • Photocopying equipment
  • Computer terminals
  • Laser facsimile machines
  • Laptop computers
  • Desktop computers
  • Digital duplicating machines
  • Computer laser printers
  • Personal computers
  • Typewriters
  • Postage machines
  • Data input scanners
  • Scanners
  • Multi-line telephone systems

Alternative Job Titles