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Automation Risk Analysis

Will “Testing Proctor” be Automated?

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AI Exposure Risk

51%

“Testing Proctor” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

25%

“Testing Proctor” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 25% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Teaching Assistants, Postsecondary, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist faculty or other instructional staff in postsecondary institutions by performing instructional support activities, such as developing teaching materials, leading discussion groups, preparing and giving examinations, and grading examinations or papers.

Avg. Annual Salary $47,560
Available Jobs (US) 155,010
Job Title & Hierarchy Code (SOC) Teaching Assistants, Postsecondary #25-9044
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Teaching Assistants, Postsecondary”

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Core Skills & Abilities

  • Provide instructors with assistance in the use of audiovisual equipment.

  • Provide assistance to faculty members or staff with laboratory or field research.

  • Complete laboratory projects prior to assigning them to students so that any needed modifications can be made.

  • Lead discussion sections, tutorials, or laboratory sections.

  • Arrange for supervisors to conduct teaching observations and provide feedback about teaching performance.

  • Inform students of the procedures for completing and submitting class work, such as lab reports.

  • Notify instructors of errors or problems with assignments.

  • Order or obtain materials needed for classes.

  • Tutor or mentor students who need additional instruction.

  • Assist faculty members or staff with student conferences.

  • Develop teaching materials, such as syllabi, visual aids, answer keys, supplementary notes, or course Web sites.

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

  • Evaluate and grade examinations, assignments, or papers, and record grades.

  • Schedule and maintain regular office hours to meet with students.

  • Copy and distribute classroom materials.

  • Teach undergraduate-level courses.

  • Return assignments to students in accordance with established deadlines.

  • Prepare or proctor examinations.

  • Meet with supervisors to discuss students' grades or to complete required grade-related paperwork.

  • Attend lectures given by the supervising instructor.

Technologies & Software

  • DeepSeek
  • Collaborative editing software
  • Adobe Photoshop
  • Gemini for Education
  • Desire2Learn LMS software
  • Sakai CLE
  • iParadigms Turnitin
  • Microsoft PowerPoint
  • Image scanning software
  • Microsoft Excel
  • Google Docs
  • Gemini (Google)
  • IBM SPSS Statistics
  • DOC Cop
  • Web browser software
  • Microsoft Outlook
  • ChatGPT (OpenAI)
  • Blackboard Learn
  • Course management system software
  • SAS
  • Email software
  • NotebookLM (Google)
  • Napkin AI
  • Qwen (Alibaba)
  • Microsoft Word
  • Claude (Anthropic)
  • Perplexity AI
  • Duolingo AI
  • Khanmigo (Khan Academy)
  • Grok (xAI)
  • MagicSchool AI
  • Microsoft Office software
  • Structured query language SQL
  • Nova (Amazon)
  • Calendar and scheduling software
  • Mistral (Mistral AI)
  • Kimi (Moonshot AI)
  • Learning management system LMS
  • Llama (Meta)
  • Webcams
  • Universal serial bus USB flash drives
  • Photocopying equipment
  • Student response systems
  • Digital video cameras
  • Liquid crystal display LCD televisions
  • Interactive whiteboard controllers
  • Tablet computers
  • Opaque projectors
  • Projector screens
  • Computer laser printers
  • Computer data input scanners
  • Compact disk CD players
  • Compact digital cameras
  • Multi-line telephone systems
  • Videoconferencing equipment
  • Carousel slide projectors
  • Conference telephones
  • Laptop computers
  • Poster printers
  • Computer projectors
  • Television monitors
  • Digital video disk DVD players
  • Handheld microphones
  • MP3 digital voice recorders
  • Wireless microphones
  • Overhead data projectors
  • Microphone podiums
  • Laser facsimile machines
  • Digital calculators
  • Multimedia projection equipment
  • Desktop computers
  • Interactive whiteboards
  • Liquid crystal display LCD projectors