VisaChiefMaster of Science in Data Science & Machine Learning
The Master of Science in Data Science & Machine Learning at National University of Singapore is a Master-level Data Science & AI program for international students. It combines core theory with applied, industry-relevant projects and is designed to lead into strong graduate employment and, in many destinations, post-study work and residency pathways.
Entry requirements
A recognised bachelor's degree (or equivalent) in a related field with a strong GPA, plus English proficiency (IELTS 6.5 overall). Some programs require relevant work experience or a portfolio.
Careers & market demand
Demand. Demand for data scientists, machine-learning and AI engineers continues to outstrip supply, with the rise of generative AI accelerating hiring across every industry.
Career pathways. Data scientist, machine-learning engineer, AI engineer, data engineer, analytics lead, applied research scientist, MLOps engineer.
Courses in this degree (7)
Every module — with topics, skills and the career pathway it builds.
Statistical Machine Learning
Deep Learning
Natural Language Processing
Big Data & Cloud Analytics
MLOps & Model Deployment
AI Ethics & Governance
Capstone / Thesis
From this degree to a student visa
Show ability to cover tuition + ~S$12,000/yr living. Post-study: Apply for an Employment/Training pass; strong Asia-Pacific job market.