Full Time Machine Learning Engineer Jobs, in Tata Consultancy Services - Ricebowl

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, and modern web frameworks (e.g., Flask, React).
• Collaborate closely with data scientists to operationalize machine learning models using Cloudera Machine Learning (CML).
• Perform performance tuning and optimization of data applications on Hadoop to ensure optimal resource utilization.