Location
D17 Loyang, Changi
Job Type
Full-time
Experience
Mid
Category
General
Salary
$8,000 - $11,460
Posted
1 week ago
Expires
Apr 18, 2026
Views
1

Job Details

Vacancies

1 position

Experience Required

No experience required

Job Description

Requires specialized depth and/or breadth of expertise. Interprets internal or external business issues and recommends best practices. Solves complex problems; takes a broad perspective to identify innovative solutions. Works independently, with guidance in only the most complex situations. May lead functional teams or projects.

Key Responsibilities:

  • Design, build, and maintain scalable, reliable data pipelines to support AI/ML models and analytics in global supply chain and planning operations.
  • Collaborate with data scientists and AI engineers to prepare and transform structured and unstructured data for modeling and simulation.
  • Develop and optimize ETL/ELT processes using tools like Databricks, Spark.
  • Ensure data quality, versioning, and lineage across the ML lifecycle.
  • Support the deployment and monitoring of AI models in production environments.
  • Translate business requirements into technical solutions, working closely with cross-functional teams.
  • Contribute to the development of data services and APIs that power intelligent decision-making tools.

Requirements :

  • 12-14 Years of strong experience in Data Architect roles
  • Strong expertise in SQL, Python, and distributed data processing (e.g., Spark, PySpark).
  • Experience with cloud-based data platforms (Azure).
  • Familiarity with MLOps tools and practices (e.g., MLflow) is a strong advantage.
  • Experience working with AI/ML frameworks (e.g., TensorFlow, PyTorch) or supporting model training and deployment is a strong advantage.
  • Understands the role of data in driving supply chain and planning decisions.
  • Able to align data engineering solutions with business KPIs and operational goals.
  • May lead technical workstreams or mentor other engineers.
  • Takes ownership of data infrastructure components and contributes to architectural planning.
  • Solves complex data challenges with creativity and precision.
  • Proactively identifies and resolves data quality, performance, and scalability issues.
  • Enables the success of AI/ML initiatives by ensuring robust, scalable, and high-quality data infrastructure.
  • Supports real-time and predictive decision-making across global operations.
  • Communicates effectively with data scientists, AI engineers, and business stakeholders.
  • Comfortable working in a fast-paced, collaborative environment with evolving priorities.

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