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Machine Learning Engineer

Tata Consultancy Services | Singapore, Singapore | Posted June 03, 2026

Position Overview

Role: Machine Learning Engineer

Location: Singapore


Mandatory Skillset:

  • Experience working with ML platforms such as CML, Spark MLlib, and Python ML libraries (scikit‑learn, XGBoost), including model deployment.
  • Exposure to building enterprise‑grade applications using large language models and frameworks (e.g., Hugging Face, LangChain).


Skills and Experience:

  • 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 scripting 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 scripting...

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