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ML Engineer

Innova Digital Solutions Pte Ltd

singapore, singapore, Singapore Full-time June 18, 2026
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Vacancy Description

Key Responsibilities:

Design and deliver scalable real-time data and machine learning solutions by building robust ingestion and transformation frameworks across Hadoop ecosystems. Enable end-to-end ML model operationalization and performance optimization, while supporting multi-modal data processing and development of engineering tools and applications

  • Design and develop highly scalable, Real time systems using Hadoop ecosystem components(Iceberg, Spark, Ozone, Trino, Hive, Ranger, Kafka, Flink and Nifi)
  • Build robust data ingestion and transformation frameworks using Java, Spark, Python, and shell ing for ingesting multi model data(image, audio, video, unstructured documents) with both batch and real-time.
  • Develop full‑stack applications and internal engineering tools using Python, shell ing, and modern web frameworks (e.g., Flask, React).
  • Collaborate closely with data scientists to operationalize machine learning models using C...

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