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Last Updated: 12 Jan 2026

AI & Data Engineering

Unique Engineering Diploma 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 & internship.

Course code: C31
Nanyang Polytechnic
Admission type: JAE, DAE, JPAE, Poly EAE, PFP
2025 JAE ELR2B2-C net aggregate: 6 - 13
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 course is under the Engineering & Technology sub-cluster

SubjectGrade
English Language Syllabus A1-3
Mathematics Syllabus A / Additional Mathematics1-3

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
    SubjectGrade
    English Language1-7
    Additional Mathematics or Mathematics1-6

    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 duration12 or 24 weeks
    Internship timeframeYear 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.