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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

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

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

  • Prepare or proctor examinations.

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

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

  • Teach undergraduate-level courses.

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

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

  • Return assignments to students in accordance with established deadlines.

  • Copy and distribute classroom materials.

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

  • Lead discussion sections, tutorials, or laboratory sections.

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

  • Notify instructors of errors or problems with assignments.

  • Order or obtain materials needed for classes.

  • Tutor or mentor students who need additional instruction.

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

  • Assist faculty members or staff with student conferences.

  • Attend lectures given by the supervising instructor.

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

Technologies & Software

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