Data Scientist

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)

*List is non-exhaustive as projects are subject to availability at point of application