ML Engineer — Build Scalable AI Pipelines & Data Solutions

ALSTOM Gruppe; Singapore; On-site; SGD 80,000 - 100,000; Full time

Job summary

A leading mobility solutions company in Singapore seeks a Machine Learning Engineer to design, deploy, and maintain advanced AI/ML software modules. Responsibilities include developing AI/ML pipelines, managing data solutions, and creating analytical dashboards. The ideal candidate should have a Master's or Ph.D. in relevant fields, proven experience in AI/ML at scale, and strong technical skills in Python and cloud platforms. Join us to drive smarter and sustainable mobility solutions.

Qualifications

• Proven experience in designing and deploying AI/ML solutions at scale.
• Strong background in data engineering and pipeline development.
• Hands-on experience with cloud platforms and on-prem solutions.
• Strong problem-solving and analytical mindset.
• Ability to work collaboratively in cross-functional teams.
• Excellent communication and documentation skills.

Responsibilities

• Design and implement large-scale AI/ML pipelines.
• Lead the full end-to-end ML lifecycle: model development to optimization.
• Define and sustain data solutions for industrial-grade applications.
• Develop customizable analytical dashboards for stakeholders.
• Stay updated on emerging technologies and evaluate opportunities.

Skills

Proficiency in Python

SQL databases

NoSQL databases

Machine Learning frameworks (TensorFlow, PyTorch, Scikit-learn)

Data streaming tools (Kafka, Spark)

Containerization (Docker, Kubernetes)

CI/CD and MLOps practices

Education

Master’s or Ph.D. in Computer Science, Data Engineering, Machine Learning

Tools

AWS

Azure

GCP

Microsoft solutions

Databricks

Job description

A leading mobility solutions company in Singapore seeks a Machine Learning Engineer to design, deploy, and maintain advanced AI/ML software modules. Responsibilities include developing AI/ML pipelines, managing data solutions, and creating analytical dashboards. The ideal candidate should have a Master's or Ph.D. in relevant fields, proven experience in AI/ML at scale, and strong technical skills in Python and cloud platforms. Join us to drive smarter and sustainable mobility solutions.