The National University of Singapore (NUS) Master of Science (MSc) in Industry 4.0 is a multidisciplinary graduate degree programme that taps on the deep expertise of six NUS academic units in areas pertinent to Industry 4.0:

• NUS Business School
• NUS School of Continuing and Lifelong Education
• NUS School of Computing
• NUS College of Design and Engineering
• NUS Faculty of Science
• NUS Institute of Systems Science

The programme aims to prepare graduates for the emerging workplace of the fourth industrial revolution (also known as Industry 4.0), by equipping them with the skills and knowledge they need to keep pace with the changes occurring in various industries (particularly manufacturing) due to technological disruption, and to lead transformation to enhance productivity in the workplace.

The MSc in Industry 4.0 curriculum, which incorporates learning opportunities both inside the classroom and out in the industry, is specifically designed in accordance with the Singapore Economic Development Board (EDB) Singapore Smart Industry Readiness Index. It is intended to further aid companies in transforming their capabilities through their human capital, and support Singapore’s drive towards becoming a Smart Nation.

Why This Programme?

  • Develop the breadth and depth of skillsets that defines an Industry 4.0 talent—and be a professional who can synergise technological smarts with business and operational know-how.

  • Get acquainted with cutting-edge technologies and tools (e.g. artificial intelligence, virtual/augmented reality and additive manufacturing) that will transform work and industries in the fourth industrial revolution.

  • Grab the opportunity to excel in a range of Industry 4.0 jobs such as Knowledge Analysts, Solutions Architects and Industrial User Experience/User Interface (UX/UI) Designers.


Application Period
An Academic Year (AY) at NUS consists of two semesters and a special term (which occurs during the Semester 2 Vacation, and is divided into two parts of six weeks duration each):

  • Semester 1: Aug–Dec
  • Semester 2: Jan–May
  • Special Term (Part 1): May–Jun
  • Special Term (Part 2): Jun–Jul

For the MSc in Industry 4.0 programme, there is one application period for each AY:

Programme Intake Application Dates
MSc in Industry 4.0 Semester 1
(Aug Intake)
1 Oct of preceding year to 28 Feb of intake year


Admission to the NUS MSc in Industry 4.0 programme is granted on a competitive basis as places in the programme are limited. Applicants should possess the following minimum requirements:


Bachelor's Degree (preferably with Honours) in Science, Engineering, Computing, Analytics or equivalent disciplines

Note: Candidates with academic qualifications other than the above may be considered on a case-by-case basis, subject to approval by the department


Programming knowledge (applicants may be required to complete a programming course to demonstrate their programming competency on a case-by-case basis)

English Language
Applicants whose native tongue and medium of university instruction is not completely in English:

  • Test of English as a Foreign Language (TOEFL) minimum score of 85 (Internet-based), or
  • International English Language Testing System (IELTS) minimum Academic score 6.0

Not applicable

Note: Applicants are responsible for ensuring that application information and all supporting documents are truthful and correct. NUS reserves the right to verify information provided as part of an application. False or misleading information in an application (including but not limited to test scores, resumes, certificates, transcripts, etc.) is grounds for admission rejection, revocation and/or dismissal from the University.


The NUS MSc in Industry 4.0 programme is offered on the following basis (with estimated time to complete the programme indicated below):

 Full-time  12–18 months 
 Part-time  18–36 months

Note: International applicants must be accepted into an approved full-time course in Singapore to apply for a Student’s Pass. For more information, refer to the Singapore Immigration & Checkpoints Authority (ICA) website.


The NUS MSc in Industry 4.0 is a 40-modular credit (MC) coursework-based Master’s Degree programme comprising:  

  • Core/essential modules (20 MCs), and
  • Elective modules (20 MCs).

Note: Candidates may apply for Advanced Placement Credits (APCs) for NUS Graduate Certificate/module(s) taken and passed prior to admission to the MSc (Industry 4.0) programme, provided i) the modules are relevant and stackable towards the MSc (Industry 4.0) programme, ii) the modules were read and completed within the last five years, and iii) a minimum CAP/Grade Point of 3.5 was obtained. Candidates are advised to submit a request along with their official NUS transcript during application. Please note that granting of APCs is not allowed if the Graduate Certificate/modules have been used to count towards the award of any other degree.

Core/Essential Modules

These modules are unique to the NUS MSc in Industry 4.0 programme. Each consists of a 130-hour workload with pre-class readings, assignments, tests and/or projects, and online/face-to-face classes.

View Modules

Module Code Module Title MCs
IND5001 Introduction to Industry 4.0 and Applications 4
Digital-Physical Integration in Industry 4.0
Data Analytics for Sense-making
Digital Infrastructure and Transformation
Professional Career Development
Industry Consulting and Application Project 4/

* Offered to the AY2019/2020 cohort as the 4-MC IND5005 and to the AY2020/2021-onward cohorts as the 3.5-MC IND5005B, this is a capstone project meant to help students apply what they have learnt to Industry 4.0-related areas of operations in a company. Students will work in teams under the supervision of a relevant NUS academic unit to develop a prototype solution based on an implemented project in a company, craft a report about it, and then present it for evaluation at the end of the module.

Elective Modules

Students must complete 20 MCs, comprising one Graduate Certificate and 4–12 MCs of other elective modules (chosen from any of those listed under the Graduate Certificates). 

View Modules

Graduate Certificates
Graduate Certificate Title (Awarding Faculty)
Data Mining and Interpretation (NUS Faculty of Science) 8
Deep Learning for Industry (NUS Faculty of Science)
Digital Business (NUS School of Computing)
Digital Supply Chain (NUS Business School)
Intelligent Sensing Systems (NUS Institute of Systems Science)
Internet of Things (NUS Faculty of Engineering)
Pattern Recognition Systems (NUS Institute of Systems Science)
Principles and Practice of Secure Systems (NUS School of Computing)
Quality Assurance and Yield Optimisation (NUS Faculty of Science)
Robotics and Automation (NUS Faculty of Engineering)

For more details about the modules (e.g. laboratory-based or not, subsidy status), please click here.

View study schedule.

Note: For more information about the modules listed above (as well as other modules offered in the current academic year), please visit NUSMODS.


To graduate from the MSc (Industry 4.0) programme, students must meet the following requirements:

Programme and/or Specialisation

Read and pass a total of 40 MCs, comprising:

  • 20 MCs of core/essential modules
  • 20 MCs of elective modules (inclusive of one Graduate Certificate)
Module and/or Qualification

As above, complete one of the following:

  • Graduate Certificate in Data Mining and Interpretation
  • Graduate Certificate in Deep Learning for Industry
  • Graduate Certificate in Digital Business
  • Graduate Certificate in Digital Supply Chain
  • Graduate Certificate in Intelligent Sensing Systems
  • Graduate Certificate in Internet of Things
  • Graduate Certificate in Pattern Recognition Systems
  • Graduate Certificate in Principles and Practice of Secure Systems
  • Graduate Certificate in Quality Assurance and Yield Optimisation
  • Graduate Certificate in Robotics and Automation
Cumulative Average Point (CAP) 

Minimum 3.0 (out of maximum 5.0)

Please see also the University’s minimum standards for Continuation and Graduation Requirements specific programmes may implement stricter or additional requirements.


Not applicable


Kindly note that all fees for the NUS MSc in Industry 4.0 programme quoted on this page are exclusive of prevailing GST, unless otherwise stated. The University reserves all rights to review fees as necessary and adjust accordingly without prior notice.


S$49,500.00 (excluding GST) /
S$52,965.00 (including GST)

Financial Assistance

Starting AY2023/2024, tuition fee rebates will be provided for this programme as an NUS Master's Degree by Coursework programme not subsidised by the government:
• All Singaporeans and Singapore PRs will receive a 10% tuition fee rebate*
• All NUS alumni will receive an additional 5% tuition fee rebate

* Singaporeans and Singapore PRs may enjoy tuition fee subsidies under SkillsFuture Singapore (SSG); the 10% tuition fee rebate mentioned above will apply only to those modules that are not SSG-funded.

Students in this programme have in the past been eligible for, or received funding support from:

Singapore Digital (SG:D) Scholarship (Postgraduate) (Singapore Citizens only) — An industry scholarship offered by the Infocomm Media Development Authority that empowers individuals interested in pursuing Infocomm Media-related studies at the Master's or PhD level

• Dell Technologies Master of Science (Industry 4.0) Scholarship (see Frequently Asked Questions below for details)

• Master of Science in Industry 4.0 (MSc I4.0) Study Award (see Frequently Asked Questions below for details)

For more about loans and other financial assistance, please refer to the NUS Office of Admissions.



S$50 (including GST)

  • Non-refundable and non-transferable
  • Limited to one application submission per intake, for up to a maximum of five programmes/courses per application

S$5,000 (including GST)

  • Payable upon acceptance of offer
  • Non-refundable and non-transferable
  • Will be credited towards tuition fees
Miscellaneous Student Fees

As published by NUS Registrar’s Office

  • Payable every regular semester

Programme at a Glance*

Upcoming Webinar(s) at National University of Singapore Postgraduate by Coursework Fair 2022:

Tue, 4 Oct 2022
12.00pm–1.00pm (SGT):

MSc in Industry 4.0 Masterclass:
Industry 4.0—Artificial Intelligence, Robotics and Automation

Wed, 5 Oct 2022
12.00pm–1.00pm (SGT):

MSc in Industry 4.0 Masterclass:
Masterclass on Data Science

Wed, 5 Oct 2022
8.30pm–9.30pm (SGT):

MSc in Industry 4.0 Information Session

Sign up once for access to all these sessions and more!

Register now!

Next Intake:

Application Period:
1 Oct 2022–28 Feb 2023

Updating soon!

* For full details, please refer to main write-up.

For enquiries, contact us.

Related Content

• In the News: Assoc Prof Goh Puay Guan on How Firms can Benefit from the UK-Singapore Digital Economy Agreement

• After More than a Decade in Consulting, I Went Back to University to Prepare for Industry 4.0

• Future Readiness for Companies and Employees in Industry 4.0

• How Three MSc in Industry 4.0 Graduates are Mastering Change

• The Future of Work in the Fourth Industrial Revolution

• The NUS MSc in Industry 4.0: an interdisciplinary graduate degree for the digital economy

• Students of inaugural NUS MSc Industry 4.0 programme intake share common goal of shaping the future

• NUS partners with TÜV SÜD to boost national Industry 4.0 capabilities


Click on the links below for more information:

What does the curriculum for the programme cover?


The MSc in Industry 4.0 is an interdisciplinary programme that taps on the deep expertise of six NUS academic units, namely: the Faculty of Engineering, the Faculty of Science, the Institute of Systems Science, the School of Business, the School of Computing, and the School of Continuing and Lifelong Education. It was designed in alignment with the Singapore Economic Development Board’s (EDB) Smart Industry Readiness Index, to support Singapore’s drive towards becoming a Smart Nation.

The programme aims to equip its graduates with an in-depth appreciation of the technologies defining the latest industrial revolution, as well as how they are transforming organisations and impacting business processes and functions.

Apart from the technical skills and knowledge they need to keep pace with the latest developments, graduates can also expect to gain a holistic, “big picture” perspective of Industry 4.0, extending beyond their current work and study areas. This shift will enable them to be more effective in their work roles, and to contribute to their organisation’s digital transformation journey.

The programme also features a six-month-long capstone project, where a team of students work on a project sponsored by an actual company. Capstone projects may span different areas, including Internet of Things (IOT), data analytics across various sectors, digital supply chain, and cloud computing.

Offered on both a full-time and part-time basis, the programme is taught by world-class NUS faculty, as well as industry practitioners with extensive field experience.

What courses must I take to meet the programming admission requirements for this programme?

This requirement applies on a case-by-case basis to applicants without programming experience. Such applicants may be asked to complete the following courses:



These free online courses are offered by EdX, a third-party platform for education and learning, and will take approximately five weeks to complete (with three-to-four hours’ commitment each week).

How many certificates will I earn upon completion of the programme?

The programme includes Graduate Certificates as part of the elective modules; how many certificates will I earn upon completion of the programme?

Upon completing the MSc in Industry 4.0 programme, students will be awarded at least one Graduate Certificate along with the Master’s Degree.

What does the Industry Consulting and Application Project entail?

The Industry Consulting and Applications Project is a final-year capstone module specifically designed to help students apply what they have learnt to companies in areas of operations concerning Industry 4.0. Working in teams and in consultation with the relevant NUS academic unit, students will develop a prototype solution based on an implemented project in a company, craft a report about it, and then present it for evaluation at the end of the module. 

Organisations participating in this initiative include multi-national corporations and Small-to-Medium Enterprises (SMEs) from both the public and private sectors (such as Dell, Micron, and JTC, to name a few).

What are the career prospects and pathways for a graduate of the programme?

The MSc in Industry 4.0 programme aims to nurture a generation of change-makers and leaders who are capable of taking prominent roles in shaping how organisations and society will respond to the latest industrial revolution, which focuses on the digitalisation of manufacturing and business processes to increase productivity, improve efficiency, and develop new sales opportunities.

The curriculum for the programme is aligned to the Smart Industry Readiness Index (SIRI), which was created by the Economic Development Board (EDB) to help manufacturers on their transformation journeys as part of Singapore’s drive towards becoming a Smart Nation. Because of this, graduates of the programme can expect to be prepared for a breadth of careers in a range of different fields, even as Industry 4.0 continues to gather pace.

Some of the top careers enjoyed by current students and graduates of the programme include:
  • Control Systems Engineer
  • Automation Engineer
  • Validation Engineer
  • Equipment Systems Engineer
  • Data Scientist
  • Robotics Engineer
  • PLC Programmer
  • Systems Integrator
  • IT Solution Architect
  • UI and UX Designer
  • Project Manager
  • App Developer

Are there any scholarships / study awards available for MSc (Industry 4.0) students?


In 2020, Dell Technologies pledged an expendable gift of S$90,000 to establish the Dell Technologies Master of Science (Industry 4.0) Scholarship. Subject to rule 4 below, the Scholarship is governed by the following conditions:

  1. Up to three (3) Scholarships, valued at S$10,000 each, will be awarded each Academic Year (AY). If 2 scholarships are awarded, there must be one male and one female recipients. Where 3 scholarships are awarded, there must be one male and two female recipients.
  2. Only full time students in the MSc (Industry 4.0) programme who have completed at least 18 MCs in Semester 1 of the AY they are admitted into are eligible.
  3. The award recipients(s) must be amongst the top 5% of the cohort.
  4. No award of Scholarship will be made unless there is a candidate of sufficient merit.
  5. The award of the Scholarship will be made by the MSc (Industry 4.0) Programme Management Committee, who has the full discretion in selecting the Scholarship recipient(s).
  6. If, in any year, the Scholarship is presented to less than three students, the funds available will be carried forward to provide for awards in subsequent years.


A limited number of study awards will be made available in each Academic Year to selected outstanding candidates who have been offered admission into MSc I4.0. The study award will cover a portion of the programme fees.

Candidates do not need to apply for the study award, as awardees will be selected by the Programme Management Committee (PMC) based on their application credentials. Very broadly, Study Award recipients are chosen based on merit in the following categories:

Nationality – Only Singapore Citizens at point of application for admission are eligible.

Excellence – Outstanding candidate(s) who have performed well in their academics as well as during the application process (e.g. in interviews).

Diversity – Outstanding candidate(s) who come from diverse backgrounds and experiences and can contribute to the overall experience of their cohort.

Resilience – Outstanding candidates who are not concurrent holders of financial sponsorships and have demonstrated determination and resilience to achieve excellence in spite of adversity and hardship.

For more Frequently Asked Questions, click here.

For enquiries, contact us.

13 September 2022