Machine Learning Engineer

Company Overview

NCS is a major AI technology services firm with a workforce of 15,000 across Asia Pacific. The company helps clients improve agility and strengthen AI capabilities across multiple industries. Backed by a broad network of global partners, NCS combines technology services, AI, and digital resilience to deliver measurable business outcomes. It operates as part of the Singtel Group.

Role Overview

The organization is looking for a Machine Learning Engineer to build, scale, and deploy machine learning solutions that contribute to business transformation and technology modernization efforts.

Key Responsibilities

• Create and implement machine learning models and algorithms for production use.
• Carry out data preparation, feature creation, and model tuning to improve performance.
• Embed ML models into live systems through APIs and automated pipelines.
• Track model quality, maintain dependable performance, and oversee the full model lifecycle.
• Work closely with teams across functions to convert business needs into practical ML solutions.

Required Skills and Qualifications

You should be comfortable working with Python and widely used ML frameworks such as Scikit-learn, TensorFlow, and PyTorch. A solid grasp of machine learning methods and statistics is important, along with hands-on experience in data handling, model development, and deployment. Familiarity with cloud environments like Azure, AWS, or GCP is expected, as is working knowledge of Git and foundational MLOps practices.

Preferred Exposure

Additional value will be given to candidates with experience in big data technologies such as Spark and Hadoop, as well as MLOps tools like MLflow, Docker, and Kubernetes. Knowledge in areas such as NLP, deep learning, or computer vision would also be beneficial.

Education and Experience

A Bachelor’s or Master’s degree in Computer Science, Data Science, or a closely related discipline is required. Candidates should also have relevant experience working on machine learning or AI projects.

Why Join NCS

• Take part in high-impact AI consulting programs for leading enterprise and public sector clients.
• Contribute to enterprise strategy and governance work that supports meaningful transformation.
• Collaborate with a skilled, multidisciplinary team in a supportive environment.
• Access competitive pay and strong support for professional growth.

Values and Culture

NCS is guided by its AEIOU values: Adventure, Excellence, Integrity, Ownership, and Unity. The company looks for people who reflect these values in both work and life. Its broader purpose centers on valuing clients, developing people, and shaping the future together.

Safety Notice

NCS warns applicants about fraudulent offers and impersonation attempts involving fake recruiter identities and phishing emails. Official messages are only sent from verified corporate addresses ending in @ncs.com.sg. If there is any doubt, applicants are advised to confirm the sender by contacting reachus@ncs.com.sg.