Position
Machine Learning Mentor
- Information
Job Description
NABLAS is recruiting Teaching Assistants to support the AI talent development course "iLect."
★ About iLect
iLect primarily offers data scientist courses, deep learning courses, and project workshops to engineers from listed companies.
(iLect: https://www.ilect.net)
Key Responsibilities:
- Answering questions from course participants.
- Mentoring course participants and assisting in breakout room sessions.
- Implementing community engagement initiatives.
- Providing feedback and grading on reports and assignments.
- Assisting in other related course operations.
Key Requirements
Data Scientist Course
- Experience working on research and development tasks on Linux servers
- Practical experience with Python
- Experience using data analysis libraries (NumPy, Pandas, Matplotlib, scikit-learn, etc.)
- Visualization
- Machine learning
- Experience in data analysis using statistics, big data, machine learning, or related knowledge
- Understanding of machine learning theory (equivalent to content in PRML)
- Deep Learning Course
- Experience working on research and development tasks on Linux servers
- Practical experience with Python
- Experience using data analysis libraries (NumPy, Pandas, Matplotlib, scikit-learn, etc.)
- Coding experience using frameworks (PyTorch, Keras, etc.)
- Knowledge of basic mathematics including calculus, linear algebra, and probability statistics
- Theoretical understanding of machine learning and deep learning (computer vision, natural language processing, generative models, reinforcement learning, etc.)
- Experience implementing deep learning
- Experience in data analysis using statistics, big data, machine learning, deep learning, or related knowledge
Example Working Hours (common for each course):
As you will be working as a short-term intern, you can work according to your preferences.
Example: 1 day per month, 5-8 hours, total 5-8 hours
Example: 15 days per month, 5-8 hours, total 75-120 hours
You can also participate in post-course networking events and study sessions hosted by our AI engineers.
You'll have the opportunity to interact with project members engaged in cutting-edge research and development, providing you with a stimulating internship environment.
Depending on your preferences, you may also have the opportunity to join in ongoing curriculum development, research, and development tasks.
Additional skills
- Experience in developing deep learning algorithms based on CNNs, GANs, and generative models
- Experience creating datasets
- Experience participating in application or system development projects
- <Deep Learning Mentor>
- Experience in image processing, natural language processing, and sequence data analysis
<Project Workshop Mentor>
- Experience driving AI projects and involvement as a team member
-Information
Contract
Outsourcing / Part-time (negotiable)
Salary
To be determined based on experience and ability
Location
Full remote is available.
Office : 1F Hongo Tsuna Building, 6-17-9 Hongo, Bunkyo-ku, Tokyo
Work Hours
Shift work is required
Holidays
- 2 days off per week
- National holidays
- Year-end and New Year holidays (Dec 30 - Jan 3)
- Annual paid vacations
Allowances
- Overtime allowance
- Commuting allowance
- Salary increase (as needed)
*Varies for some positions.
Benefits
- Kaggle and AtCoder support system
- Use of Kilter Board