Data Scientist Intern
Posted Updated 4
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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
As published by lever · 22 questions
Basics
Resume/CV, Full name, Email, Phone, Current location, Current company, LinkedIn URL, GitHub URL, Portfolio URL, Other website
Short answers (9)
- Full NRIC (S1234567A)
- Other Citizenship, Permanent Residence or Long-Term Residency Visa (If applicable) optional
- Pre-Uni/Prelim Results - H3/H2/H1 grades or CGPA (e.g. for 'A' Levels, RP: 87)
- University Course (Indicate N/A if undecided)
- Year of Uni Admission in mmm-yy format (for pre-uni/NSF candidates, indicate planned matriculation date)
- Latest Uni Results (e.g. 4.50/5.0) - Indicate N/A if not current undergraduate
- Internship Start Date (dd/mm/yyyy)
- Internship End Date (dd/mm/yyyy)
- What scholarship are you holding? (Indicate N/A if not applicable)
Pick from a list (13)
- Current Status optional
- NRIC Type optional
- Pre-Uni optional
- Pre-Uni School optional
- Current/Intended University optional
- Current/Latest Uni Year / Sem optional
- Is your internship credit-bearing?
- Are you currently a scholarship recipient?
- Does the scholarship carry a bond?
- Have you applied for other CSIT opportunities? optional
- Where did you first hear about CSIT? optional
- Reminder: Submission of Documents optional
- DECLARATION optional