Design, develop, and maintain robust data pipelines and ETL / ELT workflows using PySpark, Python, and SQL.
Build and manage data ingestion and transformation processes from various sources including Hive, Kafka, and cloud-native services.
Orchestrate workflows using Apache Airflow and ensure timely and reliable data delivery.
Work with large-scale big data systems to process structured and unstructured datasets.
Implement data quality checks, monitoring, and alerting mechanisms.
Collaborate with cross-functional teams including data scientists, analysts, and product managers to understand data requirements.
Optimize data processing for performance, scalability, and cost-efficiency.
Ensure compliance with data governance, security, and privacy Skills & Qualifications :
5+ years of experience in data engineering or related roles.
Strong programming skills in Python and PySpark.
Proficiency in SQL and experience with Hive.
Hands-on experience with Apache Airflow for workflow orchestration.
Experience with Kafka for real-time data streaming.
Solid understanding of big data ecosystems and distributed computing.
Experience with GCP (BigQuery, Dataflow, Dataproc)
Ability to work with both structured (e.g., relational databases) and unstructured (e.g., logs, images, documents) data.
Familiarity with CI / CD tools and version control systems (e.g., Git).
Knowledge of containerization (Docker) and orchestration (Kubernetes).
Exposure to data cataloging and governance tools (e.g., AWS Lake Formation, Google Data Catalog).
Understanding of data modeling and architecture principles.
(ref : hirist.tech)
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Data Engineer Etl • Mumbai
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