AI Bootcamp Assistant

Updated: about 2 months ago
Location: Pasadena, CALIFORNIA

Details

Posted: 27-Apr-24

Location: Pasadena, California

Salary: Open

Categories:


Information Technology
Staff/Administrative

Internal Number: 5215868



AI Bootcamp Assistant
Caltech
Job Category: Occasional
Exempt Overtime Eligible: Overtime Eligible
Benefits Eligible: Non-Benefit Based
Caltech is a world-renowned science and engineering institute that marshals some of the world's brightest minds and most innovative tools to address fundamental scientific questions. We thrive on finding and cultivating talented people who are passionate about what they do. Join us and be a part of the diverse Caltech community.
Job Summary
AI Bootcamp is an initiative to help familiarize Caltech graduate students and researchers with machine learning concepts, tools, and techniques that they can potentially use in making their research more effective and efficient. We run one-week bootcamps that introduce introductory and advanced machine learning topics and include lectures and hands-on sessions. The successful candidate will help organize and operate the AI bootcamps.
Essential Job Duties
  • Creating content for AI Bootcamp lectures and hands-on sessions (Google Colab).
    • Researching and summarizing content
    • Proofreading
    • Creating slides and graphics
    • Writing sample code and practice code and descriptions in Google Colab
  • Managing logistics of the AI Bootcamp.
    • Helping with setting up the audio/visual
    • Helping with recording and processing the recorded sessions
    • Other tasks that can come up over the length of the bootcamp (or during the preparation)
  • Grading.
    • Creating and grading quizzes and codes submitted by participants
  • Attending lectures and hands-on sessions.
    • Attending hands-on sessions and helping participants with coding and debugging questions

Basic Qualifications
  • Strong proficiency in Python.
  • Strong proficiency in building and using Pytorch.
  • Deep familiarity with Learning Theory and basic ML concepts.
  • Experience with training and deploying ML models, especially neural networks.
  • TA experience or other teaching experience.

Preferred Qualifications
  • Industrial ML experience (or experience building and deploying large scale models used by other programmers).
  • Familiarity and experience with advance ML systems (GNNs, RL, Foundational Models, Optimization techniques).

Required Documents
  • Resume

To be considered for this position please visit our web site and apply on line at the following link: https://hr.caltech.edu/work/job_openings
We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by law.
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About California Institute of Technology
The California Institute of Technology (Caltech) is a world-renowned science and engineering research and education institution, where extraordinary faculty and students seek answers to complex questions, discover new knowledge, lead innovation, and transform our future.
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