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Pyspark Developer (5 locations)

  • Source: Naukri
  • Tata Consultancy Services
  • On-site
  • Bengaluru
  • Full-Time
  • Mid level

Job Description

Job Locations : Bengaluru, Chennai, Hyderabad, Pune, Kolkata

Job Requirements:

  • Experience with strong proficiency in Python and PySpark.
  • Experience working on Spark SQL, RDD, and DataFrame APIs.
  • Good understanding of Hadoop ecosystem (Hive, HDFS, YARN).
  • Knowledge of data formats like Parquet, Avro, JSON, etc.
  • Experience with SQL and writing efficient queries.
  • Familiarity with job orchestration tools (Airflow, Oozie, or similar).
  • Version control systems like Git.
  • Exposure to cloud platforms (AWS/GCP/Azure) is a plus.

Key responsibilities:

  • Design, develop, and maintain robust ETL/ELT pipelines using PySpark and other big data technologies. Optimize Spark jobs for performance and scalability.
  • Implement data transformations, aggregations, and joins over large datasets. Perform batch and real-time data processing tasks.
  • Collaborate with data scientists, analysts, and other engineers to understand requirements and deliver quality solutions. Integrate PySpark solutions with data warehouses (like Hive, Redshift, Snowflake) and other data stores.
  • Write clean, maintainable, and well-documented code. Follow version control and CI/CD practices using tools like Git, Jenkins, or Azure DevOps.
  • Troubleshoot data quality and performance issues. Monitor pipeline health and ensure SLAs are met.
  • Work with tools and platforms like Hadoop, Hive, HDFS, AWS EMR, Databricks, or Azure Synapse as required.

Skills

  • pyspark
  • Python
  • Spark
  • apache-spark-sql
  • Hadoop
  • apache-hadoop
  • yarn
  • avro
  • apache-avro
  • JSON
  • Airflow
  • apache-airflow
  • amazon-web-services
  • google-cloud-platform
  • microsoft-azure
  • Snowflake
  • Jenkins
  • azure-devops
  • amazon-emr
  • azure-databricks
  • databricks
  • azure-synapse
  • microsoft-azure-synapse

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