The Role
Conduct technology scans and proof-of-concepts, preprocess data, engineer features, build machine learning models, and present systems to management and users. Potential projects include statistics, machine learning, data visualization, human language technologies, and graph analytics. Interns work closely with mentors to meet project requirements.
Summary Generated by Built In
Duration: 2 - 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)
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)
Skills Required
- Undergraduate or pre-university student
- Prior knowledge of data mining or machine learning techniques, including classification, anomaly detection, or recommendation systems
- Proficiency in Python
- Familiarity with Python machine learning libraries such as scikit-learn, NumPy/SciPy, and pandas
- Submit a resume/CV, education certificates, latest university transcript if applicable, and student status letter or degree audit in a single PDF
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The Company
What We Do
The Centre for Strategic Infocomm Technologies (CSIT) is a technical agency in the Ministry of Defence that harnesses cutting-edge digital technologies to meet Singapore's security needs. It develops capabilities to support missions such as cyber defence, counter terrorism, and counter hostile information operations, with a technical focus on cybersecurity, data analytics, software engineering, and cloud infrastructure and services.
