A Singapore Government Agency Website How to identify
Official website links end with .gov.sg

Government agencies communicate via .gov.sg website
(e.g. go.gov.sg/open). Trusted websites

Secure websites use HTTPS

Look for a lock () or https:// as an added precaution.
Share sensitive information only on official, secure websites.

Last Updated: 18 October 2021

AI & Data Engineering

A unique engineering diploma that integrates both AI and data engineering competencies, and equips learners with skills covering the entire lifecycle of scalable AI solutions. The curricula lead to professional AI accreditation and ensure industry relevance with robust delivery and internship.

Course code : C31
Nanyang Polytechnic
Admission type: JAE , DAE , JPAE , Poly EAE , PFP
2024 JAE ELR2B2-C aggregate: 6-10
Course duration : 3 years

Course details

Field of study Engineering
Certification offered

Diploma in AI & Data Engineering

Learn more about the course

Minimum entry requirement

You must meet the respective examination requirements in order for us to consider your application.

For N(A)-Level students seeking admission through PFP

This a Group 1 PFP course.

Subject Grade
English Language Syllabus A 1-3
Mathematics Syllabus A / Additional Mathematics 1-3

Any one of the following subjects

  • Design and Technology
  • Food and Nutrition/Nutrition and Food Science
  • Science (Chemistry, Biology)
  • Science (Physics, Biology)
  • Science (Physics, Chemistry)
1-3

Any 2 other subjects excluding CCA

1-4
For O-Level students seeking admission through JAE
Subject Grade
English Language 1-7
Mathematics (Elementary/Additional) 1-6

Any one of the following subjects

  • Biology
  • Biotechnology
  • Chemistry
  • Computing/Computer Studies
  • Design & Technology
  • Electronics/Fundamentals of Electronics
  • Physics
  • Science (Chemistry, Biology)
  • Science (Physics, Biology)
  • Science (Physics, Chemistry)
1-6

Course modules

Year 1

Core modules

  • Circuit Building with Troubleshooting
  • Programming
  • Statics with Mechanical Analysis
  • Interpreting Functions
  • Engineering Exploration Project
  • Problem Solving with Calculus
  • Electronic Circuit Analysis
  • Product Modelling & Prototyping
  • IoT Prototype Development
  • Data Analysis

Complementary electives

  • General Studies
Year 2

Core modules

  • Applied Machine Learning
  • Data Preparation and Visualisation
  • Sensor Data Collection and Analysis
  • Intelligent Control System Development
  • Data Security & Management
  • Cloud Computing Development
  • Data Engineering Project
  • Applied Deep Learning
  • Natural Language Processing
  • IoT Application Development
  • Applied Computer Vision
  • Sustainable Product Design & Life Cycle Management
  • AI Engineering Project

Complementary electives

  • General Studies
Year 3

Core modules

  • Applied Automation & Robotics Technology
  • Big Data Processing & Analytics
  • AI Application Development
  • Production System Management
  • Operations & Supply Chain Management
  • Ethical & Responsible AI Solutioning
  • AI Solution Architect Project
  • AI Solution Development Project

Final-year students will also have the opportunity to undertake a full-time project and participate in a local or overseas internship programme for one full semester.

Internship

Internship duration 12 or 24 weeks
Internship timeframe Year 3

Career prospects

You can explore the following career options upon graduation:

  • Data Engineers/Technicians
  • AI Application Developer
  • AI Product Developer
  • AI Infrastructure Administrator /Technicians
  • Assistant AI Engineer
  • AI Sales/Presales Engineers
  • AI Technical Support Engineer

Use resources and interactive tools that are available on MySkillsFuture Portal to explore various education and career pathways.

How to register

Joint Admissions Exercise (JAE)

You may register using the JAE Internet System (JAE-IS). Learn the process and how to apply.

Direct Admissions Exercise (DAE)

You may apply through the respective polytechnics’ websites. Learn the process and how to apply.

Joint Polytechnic Admissions Exercise (JPAE)

You may register using the JPAE Portal. Learn the process and how to apply.

Polytechnic Early Admissions Exercise (Poly EAE)

You may register using the Poly EAE Portal. Learn the process and how to apply.

Polytechnic Foundation Programme (PFP)

You may register using the PFPAE Portal. Learn the process and how to apply.