
Data Scientist Intern
1 week ago
**Duration: 2-4 Months, > 4 Months**
**Internship Type: Undergraduate, Pre-University**
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)
- 1. Resume
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)
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