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Automation Risk Analysis

Will “Graduate Fellow” be Automated?

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AI Exposure Risk

51%

“Graduate Fellow” 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 Fellow” 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 assistance to faculty members or staff with laboratory or field research.

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

  • Assist faculty members or staff with student conferences.

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

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

  • Lead discussion sections, tutorials, or laboratory sections.

  • Order or obtain materials needed for classes.

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

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

  • Tutor or mentor students who need additional instruction.

  • Attend lectures given by the supervising instructor.

  • Return assignments to students in accordance with established deadlines.

  • Notify instructors of errors or problems with assignments.

  • Prepare or proctor examinations.

  • 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.

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

  • Copy and distribute classroom materials.

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

Technologies & Software

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