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Automation Risk Analysis

Will “Proctor” be Automated?

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AI Exposure Risk

51%

“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%

“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

  • Teach undergraduate-level courses.

  • Prepare or proctor examinations.

  • Lead discussion sections, tutorials, or laboratory sections.

  • Order or obtain materials needed for classes.

  • Notify instructors of errors or problems with assignments.

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

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

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

  • Return assignments to students in accordance with established deadlines.

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

  • Attend lectures given by the supervising instructor.

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

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

  • Assist faculty members or staff with student conferences.

  • Copy and distribute classroom materials.

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

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

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

  • Tutor or mentor students who need additional instruction.

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

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  • DeepSeek
  • Wireless microphones
  • Compact digital cameras
  • Digital video cameras
  • Overhead data projectors
  • Opaque projectors
  • Digital calculators
  • Webcams
  • Carousel slide projectors
  • MP3 digital voice recorders
  • Conference telephones
  • Laptop computers
  • Digital video disk DVD players
  • Interactive whiteboards
  • Photocopying equipment
  • Computer data input scanners
  • Liquid crystal display LCD projectors
  • Universal serial bus USB flash drives
  • Television monitors
  • Tablet computers
  • Handheld microphones
  • Multi-line telephone systems
  • Liquid crystal display LCD televisions
  • Laser facsimile machines
  • Videoconferencing equipment
  • Desktop computers
  • Compact disk CD players
  • Student response systems
  • Microphone podiums
  • Interactive whiteboard controllers
  • Projector screens
  • Multimedia projection equipment
  • Computer laser printers
  • Computer projectors
  • Poster printers