Machine Learning Engineer

ALSTOM TRANSPORT (S) PTE LTD

Full-time Electrical & Energy Engineering
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Location
singapore, singapore, Singapore
Posted
June 07, 2026

Job Description

Key Responsibilities

  • Architect and Develop AI/ML Pipelines:

    • Design and implement large-scale, production-grade AI/ML pipelines using appropriate tools and algorithms.
    • Lead the full end-to-end ML lifecycle: model development, deployment, monitoring, and optimization for both on-prem and cloud environments.
  • Data Solution Design and Management:

    • Define, develop, and sustain data solutions including storage, processing units, and user interfaces for industrial-grade applications.
    • Build multi-tenant data collectors and storage systems.
    • Implement streaming and batch data processing for near-real-time flows.
  • Data Modeling and Quality:

    • Design scalable data models (SQL and NoSQL).
    • Assess and improve data quality across incoming data flows.
    • Apply data management and security b...