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🥝 Machine Learning Engineer

Ampstek | Singapore, Singapore | Posted June 04, 2026

Job Description

KEY RESPONSIBILITES AND SKILL SET


- 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, and modern web frameworks (e.g., Flask, React)

- learning models using Cloudera Machine Learning (CML).

• Perform performance tuning and optimization of data applications on Hadoop to ensure optimal resource utilization.

• Experience working with ML platforms such as CML, Spark MLlib, and Python ML libraries (scikit learn, XBoost), including model deployment.

- Design and develop highly scalable, Real time systems using Hado...

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