#EG Machine Learning Engineer

NCS Group; Singapore; On-site; SGD 110,000 - 170,000; Full time

Job summary

NCS is seeking a skilled Machine Learning Engineer in Singapore to design, develop, and deploy scalable ML solutions that transform business and technology initiatives.

You will develop and deploy models, perform data preprocessing and feature engineering, and integrate models into production systems. Collaboration with cross-functional teams is essential to translate business needs into ML solutions.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Data Science or related field.
• Relevant experience in Machine Learning / AI projects.
• Proficiency in Python and ML libraries (Scikit-learn, TensorFlow, PyTorch).
• Familiarity with cloud platforms (Azure/AWS/GCP).

Responsibilities

• Develop and deploy machine learning models and algorithms.
• Perform data preprocessing, feature engineering, and model optimization.
• Integrate ML models into production systems using APIs and pipelines.
• Monitor model performance, ensure reliability, and manage model lifecycle.
• Collaborate with cross-functional teams to translate business requirements into ML solutions.

Skills

Python

ML libraries

Algorithms

Data processing

Cloud platforms

Git

MLOps basics

Education

Bachelor’s/Master’s degree in Computer Science, Data Science, or related field

Tools

MLflow

Docker

Kubernetes

Spark

Hadoop

Job description

Company Description

NCS is a leading AI Tech Services company. With a 15,000-strong team across the Asia Pacific, NCS scales its platforms and capabilities to provide clients with greater agility and AI expertise across a range of Industries. Embracing a strong ecosystem of global partners, NCS transforms technology services delivery combining AI with digital resilience to drive real business impact. NCS is a subsidiary of the Singtel Group.

Job Description

Role Overview

We are seeking a skilled Machine Learning Engineer to design, develop, and deploy scalable machine learning solutions that support business and technology transformation initiatives.

Key Responsibilities

• Develop and deploy machine learning models and algorithms
• Perform data preprocessing, feature engineering, and model optimization
• Integrate ML models into production systems using APIs and pipelines
• Monitor model performance, ensure reliability, and manage model lifecycle
• Collaborate with cross-functional teams to translate business requirements into ML solutions

Qualifications

Required Skills

• Proficiency in Python and ML libraries (Scikit-learn, TensorFlow, PyTorch)
• Strong understanding of machine learning algorithms and statistics
• Experience in data processing, model training, and deployment
• Familiarity with cloud platforms (Azure/AWS/GCP)
• Knowledge of version control (Git) and basic MLOps practices

Good to Have

• Experience with Big Data tools (Spark, Hadoop)
• Exposure to MLOps tools (MLflow, Docker, Kubernetes)
• Knowledge of NLP, Deep Learning, or Computer Vision

Qualifications

• Bachelor’s/Master’s degree in Computer Science, Data Science, or related field
• Relevant experience in Machine Learning / AI projects

Additional Information

Why Join NCS

• Lead high-impact AImanagement consultingprograms for major enterprises and public sector clients.
• Shape enterprise strategies and governance frameworks that drive real transformation.
• Work with a talented, multidisciplinary team in a collaborative environment.
• Competitive compensation and strong professional development support.

We are driven by our AEIOU beliefs—Adventure, Excellence, Integrity, Ownership, and Unity—and we seek individuals who embody these values in both their professional and personal lives. We are committed to our Impact: Valuing our clients, Growing our people, and Creating our future.

Together, we make the extraordinary happen.

Learn more about us at ncs.co and visit our LinkedIn career site.