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Automation Risk Analysis

Will “Graduate Student” be Automated?

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AI Exposure Risk

51%

“Graduate Student” 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%

“Graduate Student” 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

  • Lead discussion sections, tutorials, or laboratory sections.

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

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

  • Copy and distribute classroom materials.

  • Prepare or proctor examinations.

  • Return assignments to students in accordance with established deadlines.

  • Tutor or mentor students who need additional instruction.

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

  • Attend lectures given by the supervising instructor.

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

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

  • 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.

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

  • Order or obtain materials needed for classes.

  • Assist faculty members or staff with student conferences.

  • Notify instructors of errors or problems with assignments.

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

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

  • Teach undergraduate-level courses.

Technologies & Software

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