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Leading Data Engineer
3 weeks ago
As a Senior Data Engineer, you will be responsible for designing and developing scalable data pipelines that integrate with our cloud-based infrastructure. You will work closely with cross-functional teams to identify business requirements and develop technical solutions that meet those needs.
Job Responsibilities:- Design and develop fault-tolerant data pipelines using Apache Spark and Python (PySpark)
- Develop efficient SQL queries with Python and Hive to handle large data sets in big-data environments
- Collaborate with the Enterprise Data & Analytics Architect and Engineering practice leads to ensure adherence to best practices and design principles
- Work closely with business owners to define key business requirements and convert them into user stories with required technical specifications
- Proven experience in designing and developing data pipelines for data ingestion or transformation using PySpark/Spark SQL in AWS cloud
- Advanced experience in writing and optimizing efficient SQL queries with Python and Hive handling large data sets in big-data environments
- Experience in debugging, tuning, and optimizing PySpark data pipelines
- Good knowledge of Pyspark data frames, joins, caching, memory management, partitioning, parallelism, etc.
- Experience in data modeling
- Hands-on experience creating workflows on scheduling tools like Autosys, CA Workload Automation
- Proficiency in using SDKs for interacting with native AWS services