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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

  • Notify instructors of errors or problems with assignments.

  • Return assignments to students in accordance with established deadlines.

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

  • Assist faculty members or staff with student conferences.

  • Attend lectures given by the supervising instructor.

  • Copy and distribute classroom materials.

  • Lead discussion sections, tutorials, or laboratory sections.

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

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

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

  • Order or obtain materials needed for classes.

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

  • Teach undergraduate-level courses.

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

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

  • Prepare or proctor examinations.

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

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

  • Tutor or mentor students who need additional instruction.

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

Technologies & Software

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