Data Scientist
Duration:
2-4 Months, > 4 Months
Internship Type:
Undergraduate, Pre-University
Description
As a Data Scientist, you will have to understand the project objective and requirements, conduct technology scan and proof-of-concept (if required). You will work closely with a mentor to deliver a system meeting the project requirements.
Broad Deliverables
- Conduct technology scan and proof-of-concept (if required).
- Perform data pre-processing and feature engineering, build and develop machine learning models.
- Present the system to management and users.
Possible Projects*
- Statistics and machine learning
- Data visualization
- Human language technologies
- Graph algorithms/analytics
Prerequisites/Skills Required
- Prior knowledge in data mining or machine learning techniques (e.g. classification, anomaly detection and recommendation systems)
- Proficient in programming language such as Python (i.e. familiar with Python-based machine learning libraries such as scikit-learn, numpy/scipy and pandas)
Application
In your application, please submit the following documents in a single PDF file for 'Resume/CV':
1. Resume/CV
2. All Education Certificates to-date (from secondary to tertiary education)
- GCE 'O'/'N' Levels, NITEC
- Prelim/GCE 'A' Levels, IB/Diploma
- Latest university transcript from Year 1 (for current undergraduates)
3. Student Status Letter/Degree Audit (for current undergraduates)
*List is non-exhaustive as projects are subject to availability at point of application
