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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

  • Prepare or proctor examinations.

  • Tutor or mentor students who need additional instruction.

  • Teach undergraduate-level courses.

  • Attend lectures given by the supervising instructor.

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

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

  • Copy and distribute classroom materials.

  • Return assignments to students in accordance with established deadlines.

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

  • Assist faculty members or staff with student conferences.

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

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

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

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

  • Notify instructors of errors or problems with assignments.

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

  • Lead discussion sections, tutorials, or laboratory sections.

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

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

  • Order or obtain materials needed for classes.

Technologies & Software

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