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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

  • Order or obtain materials needed for classes.

  • Tutor or mentor students who need additional instruction.

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

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

  • Assist faculty members or staff with student conferences.

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

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

  • Lead discussion sections, tutorials, or laboratory sections.

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

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

  • 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.

  • Attend lectures given by the supervising instructor.

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

  • Return assignments to students in accordance with established deadlines.

  • Teach undergraduate-level courses.

  • Notify instructors of errors or problems with assignments.

  • Prepare or proctor examinations.

  • Copy and distribute classroom materials.

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

Technologies & Software

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