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.
\nBroad 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)
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In your application, please submit the following documents in a single PDF file for 'Resume/CV':
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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