National University of Singapore MSc Data Science and Machine Learning: Fees, Living Costs, Test Scores, Visa Process, Work during Study, Entry Requirements.

NUS MSc Data Science and Machine Learning Fees, Requirement, Deadline 2026.

Singapore, SingaporeLocation
UniversitySchool type
Estd1980established year
51568enrollment
Public
7.3/10

Master of Science [MSC] (Data Science and Machine Learning)

2 years
Full Time
On Campus
Ranked #7 out of 103 by QS Global Ranking 2025

$37,409 /Yr

S$47,960 /Yr
3 Students Applied
2 Students Admitted
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Collegedunia Team

Content Curator | Updated on - Apr 8, 2026

National University of Singapore Master of Science Data Science and Machine Learning is a 1-2 year interdisciplinary graduate programme combining computer science, mathematics, statistics, machine learning, and artificial intelligence. NUS ranks 3rd globally in Data Science and AI (QS 2026), 1st in Asia, and 8th overall globally (QS 2026). The program is offered full-time (1-2 years) or part-time (2-4 years) with flexible candidature options. International students pay SGD 47,088 annually (approximately 34.1 Lakhs INR) for tuition, with total program cost ranging from SGD 47,088 to SGD 94,176 (approximately 34.1 - 68.3 Lakhs INR) depending on program duration.

For international students, the total cost of study including tuition, living expenses, and miscellaneous fees ranges from SGD 65,000 to SGD 130,000 (approximately 47.1 - 94.3 Lakhs INR) over the program duration. Graduates secure employment within 6 months with median starting salaries of SGD 5,700 - 6,400 monthly (approximately 4.1 - 4.6 Lakhs INR). The program emphasizes practical applications through industry consulting projects (DSA5201) and research opportunities, preparing graduates for leadership roles in data science and AI sectors.

Current Admission Status:

  • August 2026 Intake Application: CLOSED (Regular Admission ended January 31, 2026)
  • Application Outcome: By June 30, 2026
  • Next Application Period: May 16 - July 15, 2026 (Early Admission for August 2027 intake)
  • Regular Admission: October 1, 2026 - January 31, 2027 (for August 2027 intake)
  • Application Portal: NUS Graduate Admission System (gradapp.nus.edu.sg)

Why Study Data Science and Machine Learning at NUS

  • 3rd Ranked Globally in Data Science & AI: Ranked 3rd globally (QS 2026) and 1st in Asia, reflecting world-class faculty expertise, cutting-edge research, and industry partnerships in machine learning and artificial intelligence.
  • Interdisciplinary Curriculum: Combines computer science, mathematics, statistics, and specialized areas like machine learning and AI; students develop comprehensive skills in data analysis, algorithm design, and practical applications.
  • Industry-Focused Learning: Mandatory DSA5201 Industry Consulting and Applications Project connects students with real-world data science challenges; students work on actual industry problems, building practical experience and professional networks.
  • Strong Graduate Outcomes: 65%+ employment rate within 6 months; median starting salary SGD 5,700 - 6,400 monthly (approximately 4.1 - 4.6 Lakhs INR); graduates work in tech, finance, healthcare, and government sectors.
  • Flexible Study Options: Full-time (1-2 years) or part-time (2-4 years) candidature; students can balance work and studies or accelerate completion based on individual circumstances.
  • Global Recognition: NUS degree recognized internationally; graduates pursue careers in Singapore, US, UK, Australia, and other countries; strong alumni network across tech companies and research institutions.

National University of Singapore MSc Data Science and Machine Learning Fees 2026

International students at NUS pay standardized tuition fees for the MSc Data Science and Machine Learning program. Fees are payable in installments over 2 semesters for full-time studies and 4 semesters for part-time studies.

All INR conversions based on exchange rate of SGD 1 = INR 72.50 as of April 8, 2026. Exchange rates are subject to change.

Fee Component Amount (SGD) Amount (INR) Notes
Tuition Fee (Full-Time, 1-2 years) 47,088 34.1 Lakhs Per annum; payable in 2 installments
Tuition Fee (Part-Time, 2-4 years) 47,088 34.1 Lakhs Per annum; payable in 4 installments
Application Fee 100 7,250 INR Non-refundable, payable at application
Offer Acceptance Fee Included in tuition Included Non-refundable, payable upon offer acceptance
Miscellaneous Student Fees ~500 - 800 ~3.6 - 5.8 Lakhs Per semester; compulsory
Total Annual Cost (Tuition + Misc) ~47,600 - 47,900 ~34.5 - 34.7 Lakhs Full-time students

Additional First-Year Costs:

Item Amount (SGD) Amount (INR)
Books and Course Materials 1,000 - 1,500 72,500 - 1.09 Lakhs
Laptop (one-time) 1,500 - 2,500 1.09 - 1.81 Lakhs
Total First-Year Additional Costs 2,500 - 4,000 1.81 - 2.90 Lakhs

Key Fee Insights:

  • Payment Schedule: Tuition fees payable in installments; full-time students pay over 2 semesters, part-time over 4 semesters; payment due before start of each semester.
  • Miscellaneous Fees: Compulsory student fees (approximately SGD 500-800 per semester) cover university services, student activities, and facilities; payable every semester.
  • No Hidden Costs: Tuition and miscellaneous fees are all-inclusive; no additional program-specific charges beyond standard university fees.
  • Total Program Cost: Full-time (1 year): SGD 47,600 - 47,900 (approximately 34.5 - 34.7 Lakhs INR); Full-time (2 years): SGD 95,200 - 95,800 (approximately 69 - 69.4 Lakhs INR).
  • Financial Statement Requirement: International students must demonstrate sufficient funds to cover tuition, miscellaneous fees, and living expenses for entire candidature (typically SGD 65,000 - 130,000 total).

Cost of Living in Singapore for International Students

Singapore is a developed city-state with modern infrastructure and high living standards. Living costs for international students are moderate compared to other developed countries, though higher than many Asian cities.

Estimated Monthly Living Expenses (Single Student):

Expense Category Amount (SGD) Amount (INR)
Housing (HDB room or campus hall) 500 - 1,500 3.6 - 1.09 Lakhs
Food & Groceries (hawker centres) 300 - 600 2.2 - 4.4 Lakhs
Public Transportation (MRT Pass) 100 - 150 7,250 - 10,875 INR
Phone & Internet 30 - 50 2,175 - 3,625 INR
Personal Expenses & Clothing 200 - 300 1.45 - 2.2 Lakhs
Entertainment & Social 150 - 300 1.09 - 2.2 Lakhs
Total Monthly (Minimum) 1,280 92,800 INR
Total Monthly (Comfortable) 2,500 1.81 Lakhs
Total Annual (Minimum) 15,360 11.1 Lakhs
Total Annual (Comfortable) 30,000 21.8 Lakhs

Note: Singapore offers excellent value for food through hawker centres (meals SGD 3-8); housing is the largest expense. Costs vary by accommodation type and lifestyle choices.

Accommodation Options for International Students

Singapore offers diverse housing options for international students. On-campus housing is limited but highly sought after; most students opt for private rentals or shared apartments.

On-Campus Housing Options

Residence Type Monthly Cost (SGD) Annual Cost (SGD) Features
NUS Campus Hall (Limited) 500 - 800 6,000 - 9,600 On-campus, community-focused, limited availability
NUS Residential College 600 - 1,000 7,200 - 12,000 Residential college experience, on-campus

Off-Campus Housing Options

Housing Type Monthly Cost (SGD) Annual Cost (SGD) Location Notes
HDB Room (Shared) 500 - 800 6,000 - 9,600 Public housing, affordable, various locations
Private Apartment (1-Bedroom) 1,200 - 1,800 14,400 - 21,600 Private rental, more space, various neighborhoods
Condo/Private Housing 1,500 - 2,500 18,000 - 30,000 Premium housing, facilities, central locations
Student Housing Companies 800 - 1,500 9,600 - 18,000 Purpose-built, furnished, utilities included

Housing Notes:

  • On-campus housing is highly competitive; most graduate students live off-campus.
  • HDB (public housing) rooms are affordable and popular with students; typically shared with 1-2 roommates.
  • Private apartments offer more independence; prices vary by location and proximity to NUS.
  • Popular areas for students: Clementi (near NUS), Bukit Timah, Tiong Bahru, Tanjong Pagar.
  • Housing search platforms: PropertyGuru, Carousell, Facebook Housing Groups, HDB resale market.

Part-Time Work Opportunities for International Students

International students on valid student passes can work up to 16 hours per week during semester and full-time during scheduled breaks. Singapore's minimum wage is not legislated; typical entry-level wages start at SGD 1,500 - 2,000 monthly.

Common Part-Time Jobs for Data Science Students (Hourly Rates in SGD):

  • Data Analysis Intern: SGD 15 - 25/hour (part-time, relevant experience)
  • Tutoring/Academic Support: SGD 20 - 40/hour (especially for mathematics, statistics, programming)
  • Research Assistant (Faculty/Lab): SGD 15 - 25/hour (on-campus, flexible scheduling)
  • Retail/Customer Service: SGD 10 - 15/hour (entry-level, flexible)
  • Teaching Assistant (Computing/Math): SGD 15 - 20/hour (available after first semester)

Part-Time Work Insights:

  • Most graduate students limit part-time work to 10-15 hours/week due to intensive coursework.
  • Part-time work during studies typically generates SGD 600 - 1,200 monthly (approximately 4.4 - 8.7 Lakhs INR) at 10-15 hours/week.
  • Data analysis and research assistant roles provide valuable experience and career networking.
  • Many students work during semester breaks (4-8 weeks) earning SGD 2,000 - 4,000 (approximately 1.45 - 2.90 Lakhs INR).
  • Singapore's strong tech sector offers abundant internship and part-time opportunities for data science students.

Admission Requirements & Process

National University of Singapore MSc Data Science and Machine Learning admits students through the NUS Graduate Admission System. Admission is highly competitive; selection is based on academic credentials, professional experience, and demonstrated interest in data science.

Application Deadlines & Intake Dates (2026-2027)

Milestone Date Notes
Early Admission Opens May 16, 2026 For August 2027 intake
Early Admission Closes July 15, 2026 Application outcome by September 30, 2026
Regular Admission Opens October 1, 2026 For August 2027 intake
Regular Admission Closes January 31, 2027 Application outcome by June 30, 2027
Program Start August 2027 Fall semester begins
Application Fee SGD 100 Non-refundable, payable at application

Note: International students should apply during early admission cycle (May-July) for maximum consideration and earlier decision notification.

Eligibility Criteria

Academic Requirements:

  • Bachelor's (Honours) degree or 4-year Bachelor's degree in quantitative science (Mathematics, Statistics, Physics), Engineering, or Computing Science.
  • Indian equivalent: Bachelor's degree in relevant field with minimum 60-65% average or CGPA 6.5/10 or higher.
  • Strong academic performance in mathematics, statistics, and programming courses preferred.

English Language Proficiency (Mandatory for non-English medium universities):

  • IELTS (Academic): Minimum 6.0 overall.
  • TOEFL iBT: Minimum 85 overall (or 4.5 for exams taken on/after January 21, 2026).
  • Exemption: Completed undergraduate degree in English-medium institution.

Work Experience:

  • Not mandatory but preferred; average admitted students have 2-5 years professional experience.
  • Demonstrated interest in data science, machine learning, or AI through projects or work experience.

Standardized Test Scores:

  • GRE/GMAT: Not required for admission; optional for scholarship consideration.
  • Selection is competitive; strong academic credentials and relevant experience essential.

Admission Process

  • Step 1: Create account on NUS Graduate Admission System (gradapp.nus.edu.sg).
  • Step 2: Search for "Master of Science in Data Science and Machine Learning" programme; select full-time or part-time option.
  • Step 3: Complete online application and upload required supporting documents (transcripts, degree scroll, TOEFL/IELTS, CV, financial statement).
  • Step 4: Pay non-refundable application fee of SGD 100.
  • Step 5: Application reviewed; shortlisted candidates may be invited for interview (optional).
  • Step 6: Admission decision released via email; accepted students pay offer acceptance fee and confirm enrollment.

English Language Proficiency Requirements for NUS Data Science Program

National University of Singapore requires proof of English proficiency for all applicants whose undergraduate degree was not from a recognized English-medium university. This ensures students can succeed in an English-taught program and Singapore's professional environment.

Accepted English Proficiency Tests:

  • IELTS (Academic): Minimum 6.0 overall (no specific band requirements).
  • TOEFL iBT: Minimum 85 overall (for exams before January 21, 2026) or 4.5 (for exams on/after January 21, 2026).
  • TOEFL Paper Edition: Minimum 550.
  • C1 Advanced: Minimum 180.

Waivers Available:

  • Completed undergraduate degree in English-medium institution (medium of instruction and examinations in English).
  • Completed International Baccalaureate (IB) or A-Levels in English.
  • Singapore citizens or permanent residents.

Timeline:

  • Test results must be submitted before application deadline.
  • TOEFL/IELTS scores must be valid for 2 years from test date; expired scores not accepted.
  • Exam preparation typically requires 6-8 weeks; plan accordingly before application deadlines.
  • For TOEFL, use NUS Institutional Code: 9087.

Key Insight:

  • IELTS is more commonly taken by Indian students; TOEFL is also widely accepted.
  • No exemptions available for Indian students unless undergraduate degree was from English-medium institution (most Indian universities qualify).
  • Test results valid for 24 months from test date.

National University of Singapore Data Science and Machine Learning Rankings 2026

NUS Data Science and Machine Learning program is consistently ranked among the top globally. The university's overall strength in data science, AI, and computing is reflected in multiple ranking systems.

Ranking Organization Global Rank Asia Rank Year
QS Data Science & AI 3 1 2026
QS Computer Science 4 1 2026
QS Overall University 8 1 2026
Times Higher Education (Overall) 17 3 2026

Ranking Notes:

  • NUS ranks 3rd globally in Data Science & AI (QS 2026), reflecting world-class faculty, research output, and industry partnerships.
  • NUS ranks 1st in Asia across multiple subject areas including data science, AI, and computing.
  • University of Singapore overall ranks 8th globally (QS 2026) and 17th (THE 2026), strengthening program credibility.
  • Rankings based on academic reputation, employer reputation, faculty-to-student ratio, international diversity, and research citations.

Scholarships for International Students at NUS Data Science Program

National University of Singapore offers limited scholarships for international students in the MSc Data Science and Machine Learning program. Most funding is merit-based or region-specific.

Scholarship Name Amount (SGD) Eligibility Application Deadline
FoS ASEAN Master's Study Award Partial tuition waiver ASEAN citizens (excluding Singapore), academic excellence Automatic consideration upon admission
NUS ASEAN Master's Scholarship Full tuition fees ASEAN citizens, DiscoverNUS alumni, partner university graduates Automatic consideration upon admission
NUS GRTII Master's Scholarship SGD 45,000 Guangzhou residents, service bond required Separate application required
Data Science Scholarship SGD 3,100/month International students, merit-based Automatic consideration upon admission
SG Digital Scholarship (Postgraduate) Varies Singapore citizens only (not available to international students) N/A

Key Scholarship Insights:

  • ASEAN Scholarships: Available to citizens of ASEAN member countries (excluding Singapore); automatic consideration upon admission; partial or full tuition waiver depending on scholarship type.
  • Limited International Funding: Most scholarships prioritize ASEAN students or Singapore citizens; international students from other regions have limited scholarship options.
  • Merit-Based Consideration: Automatic consideration upon admission; no separate application required for most scholarships; academic excellence and leadership potential key criteria.
  • External Funding: International students can explore country-specific scholarships through government agencies, NGOs, and private lenders (e.g., MPower Financing, Prodigy Finance).
  • Loan Options: International students can apply for education loans from Singapore banks (DBS, OCBC, UOB) with co-signer or collateral; some international lenders also offer loans for NUS studies.

Career Outcomes & Employment for Data Science Graduates

National University of Singapore MSc Data Science and Machine Learning graduates secure employment quickly with strong salary outcomes. The program's industry focus and Singapore's thriving tech sector provide excellent career opportunities.

Employment Statistics:

  • Employment rate (within 6 months): 65%+
  • Median starting salary: SGD 5,700 - 6,400 monthly (approximately 4.1 - 4.6 Lakhs INR)
  • Average annual salary (entry-level): SGD 68,400 - 76,800 (approximately 49.6 - 55.7 Lakhs INR)
  • Salary with 3+ years experience: SGD 90,000 - 150,000+ annually (approximately 65.3 - 1.09 Crores INR)

Common Career Paths for NUS Data Science Graduates:

Career Path Typical Roles Employer Types
Tech & Software Data Scientist, Machine Learning Engineer, AI Researcher Tech Companies, Startups, Cloud Providers
Finance & Banking Quantitative Analyst, Risk Analyst, Data Scientist Banks, Investment Firms, Insurance Companies
Consulting Management Consultant, Data Consultant, Business Analyst Consulting Firms, Corporations
Government & Public Sector Data Scientist, Policy Analyst, Research Analyst Government Agencies, Statutory Boards
Healthcare & Biotech Data Scientist, Bioinformatician, Research Analyst Hospitals, Biotech Companies, Research Institutes
E-Commerce & Retail Data Scientist, Analytics Engineer, Product Analyst E-Commerce Platforms, Retail Companies

Graduate Studies Pathways:

  • PhD in Computer Science, Statistics, or Data Science (3-5 years)
  • MBA (1-2 years, for career transition)
  • Specialized Master's in AI, Cybersecurity, or related fields

Return on Investment for NUS MSc Data Science and Machine Learning (International Students)

For international students, the Data Science and Machine Learning degree represents a moderate financial investment with strong long-term career returns. The program's reputation and graduate employment outcomes provide solid ROI.

ROI Context:

  • Total program cost (1 year full-time): SGD 50,000 - 55,000 (approximately 36.3 - 39.9 Lakhs INR) including tuition, fees, books, and living expenses.
  • Total program cost (2 years full-time): SGD 100,000 - 110,000 (approximately 72.5 - 79.8 Lakhs INR).
  • Entry-level salary (post-graduation): SGD 5,700 - 6,400 monthly (approximately 4.1 - 4.6 Lakhs INR).
  • Average annual salary (entry-level): SGD 68,400 - 76,800 (approximately 49.6 - 55.7 Lakhs INR).
  • Salary with 3+ years experience: SGD 90,000 - 150,000+ annually (approximately 65.3 - 1.09 Crores INR).
Financial Metric Amount (SGD) Amount (INR)
Total Program Cost (1 year) 52,500 38.1 Lakhs
Total Program Cost (2 years) 105,000 76.1 Lakhs
Entry-Level Annual Salary 72,000 52.2 Lakhs
Salary with 3 Years Experience 120,000 87 Lakhs
Annual Salary Increase (3 years) 48,000 34.8 Lakhs
Break-Even Period (Years) 0.7 - 1.5 0.7 - 1.5
5-Year Total Earnings (Post-Grad) 360,000 2.61 Crores
5-Year ROI 285% - 580% 285% - 580%

Key ROI Insights:

  • Break-Even in Less Than 2 Years: Entry-level salary alone covers entire program cost within 1-2 years, after which all additional earnings represent pure return on investment.
  • Strong Salary Growth: Data science graduates see 8-15% annual salary growth with experience and specialization, leading to strong lifetime earnings.
  • International Career Mobility: NUS degree recognized globally; graduates pursue careers in Singapore, US, UK, Australia, and other countries, potentially increasing earning potential.
  • Tech Sector Demand: Strong global demand for data scientists and machine learning engineers; NUS graduates command competitive salaries across multiple markets.
  • Long-Term Wealth Building: Over 20-year career, data science graduates earn SGD 1.5 - 3 million+ (approximately 1.09 - 2.18 Crores INR), representing exceptional lifetime ROI.

National University of Singapore Master of Science Data Science and Machine Learning offers international students a world-class education combining rigorous academic training, practical industry experience, and cutting-edge research opportunities. Ranked 3rd globally in Data Science & AI (QS 2026) and 1st in Asia, the program provides strong foundation for careers in tech, finance, consulting, and government sectors. While the total cost of study (approximately 36.3 - 76.1 Lakhs INR) is moderate, the program's reputation, graduate employment outcomes (65%+ within 6 months), and strong salary progression (SGD 5,700 - 6,400 monthly entry-level) provide exceptional ROI. For international students committed to data science and seeking advanced education in a top-ranked institution with global recognition, NUS DSML represents a strategic investment with lasting career benefits.

Frequently Asked Questions

Ques: What is the difference between NUS MSc Data Science and Machine Learning and other data science programs?

Ans: NUS MSc Data Science and Machine Learning is ranked 3rd globally in Data Science & AI (QS 2026) and emphasizes interdisciplinary learning combining computer science, mathematics, statistics, and specialized machine learning/AI courses. The program includes mandatory DSA5201 Industry Consulting and Applications Project, connecting students with real-world industry challenges. Unlike some programs focused purely on statistics or computer science, NUS DSML provides balanced training across all data science domains. The program offers flexible candidature (1-2 years full-time or 2-4 years part-time), allowing students to customize their study pace. Graduates secure employment within 6 months with median starting salary SGD 5,700 - 6,400 monthly (approximately 4.1 - 4.6 Lakhs INR).

Ques: Are there scholarships available for international students in the NUS Data Science program?

Ans: Limited scholarships are available for international students. ASEAN citizens (excluding Singapore) are eligible for FoS ASEAN Master's Study Award (partial tuition waiver) or NUS ASEAN Master's Scholarship (full tuition fees) with automatic consideration upon admission. International students from other regions have limited scholarship options; most funding prioritizes ASEAN students or Singapore citizens. However, international students can explore country-specific scholarships through government agencies, NGOs, and private lenders (MPower Financing, Prodigy Finance). Education loans from Singapore banks (DBS, OCBC, UOB) are also available with co-signer or collateral. Merit-based consideration is automatic upon admission; no separate scholarship application required for most awards.

Ques: What are the career prospects and salary expectations for NUS Data Science graduates?

Ans: NUS Data Science graduates have excellent career prospects with 65%+ employment rate within 6 months. Median starting salary is SGD 5,700 - 6,400 monthly (approximately 4.1 - 4.6 Lakhs INR), or approximately SGD 68,400 - 76,800 annually (approximately 49.6 - 55.7 Lakhs INR). With 3+ years experience, salaries reach SGD 90,000 - 150,000+ annually (approximately 65.3 - 1.09 Crores INR). Graduates work in tech companies, finance, consulting, government, healthcare, and e-commerce sectors. NUS degree is recognized globally; graduates pursue careers in Singapore, US, UK, Australia, and other countries. Strong demand for data scientists and machine learning engineers ensures competitive salaries and career growth opportunities. Over 20-year career, graduates earn SGD 1.5 - 3 million+ (approximately 1.09 - 2.18 Crores INR).


Tuition Fees

Year1st Year Fees
Tuition Fees$37409 (SGD 47960)

Other Expenses

HeadAvg Cost Per Year
Accomodation$4212 (SGD 5400)
Food$2028 (SGD 2600)

Previous Year Tuition Fees

Year1st Year Fees
2024$43360 (SGD 55590)
2023$31824 (SGD 40800)
2021$31980 (SGD 41000)

Important Dates

Early Admission cycle for the August 2026 intake is now closed.

EventApplication Date
Regular Admission Application for August 2026 Intake Oct 1, 2025 - Jan 31, 2026

Scores Required

4.5 / 6

Avg. Score in

TOEFL

6 / 9

Avg. Score in

IELTS

100

Application Fees

40

ECTS Credits


Ranking

20252024

QS World University logo
Data Science and Analytics 7 out of 103 in Global Ranking
( #2 out of 2 in Singapore 2025)

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TOP Scholarships

Scholarship nameAward amountEligibility
NUS GRTII Master’s ScholarshipS$45,000Scholarship recipients are required to sign a Service Bond Agreement, with an obligation to work for at least two years in the Huangpu District of Guangzhou after graduation.

Key Resources for Your Study Abroad Journey

Programs Comparison

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# 11 for Computer Science by Times Higher Education 2025
# 33 for Data Science and Analytics by QS World University 2025
application--
exam scoresIELTS - 6/9TOEFL - 4.5/6IELTS - 6.5/9PTE - 64/90TOEFL - 79/120
documents required#Letter of Recommendation + Statement of Purpose#Letter of Recommendation + Statement of Purpose
application datesJan 31, 2026 (Regular Admission Application for August 2026 Intake)
Sep 30, 2026 (March 2026 intake Application Deadline)
cost to studyTotal Cost (Tuition + Living) -USD 52774.8-
-Read Full Comparison



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