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Automation Risk Analysis

Will “Exam Proctor” be Automated?

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AI Exposure Risk

51%

“Exam 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%

“Exam 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.

  • Tutor or mentor students who need additional instruction.

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

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

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

  • Notify instructors of errors or problems with assignments.

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

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

  • Prepare or proctor examinations.

  • Lead discussion sections, tutorials, or laboratory sections.

  • Return assignments to students in accordance with established deadlines.

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

  • Order or obtain materials needed for classes.

  • Attend lectures given by the supervising instructor.

  • 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.

  • Assist faculty members or staff with student conferences.

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

  • Copy and distribute classroom materials.

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

Technologies & Software

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