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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

  • Assist faculty members or staff with student conferences.

  • Return assignments to students in accordance with established deadlines.

  • Order or obtain materials needed for classes.

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

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

  • Copy and distribute classroom materials.

  • Notify instructors of errors or problems with assignments.

  • Demonstrate use of laboratory equipment and enforce laboratory rules.

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

  • Attend lectures given by the supervising instructor.

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

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

  • Prepare or proctor examinations.

  • 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.

  • Tutor or mentor students who need additional instruction.

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

  • Lead discussion sections, tutorials, or laboratory sections.

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

Technologies & Software

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