Python Data Engineering Specialist
6 days ago
We are seeking a highly skilled Python Data Engineer to design and develop scalable data pipelines, real-time data streaming solutions, and optimize data processing tasks using Python.
This is an excellent opportunity to work on exciting projects that require developing data engineering environments, distributed computing architectures, and efficient data storage solutions.
Key Responsibilities:- Design, develop, and optimize ETL pipelines using open-source or cloud-based tools such as Apache NiFi, Talend, Pentaho, Airflow, and AWS Glue.
- Write Python scripts to automate data extraction, transformation, and loading processes. Ensure code optimization for performance and scalability.
- Work with Apache Spark and PySpark to process large datasets in a distributed computing environment, optimizing jobs for performance and resource efficiency.
- Use orchestration tools like Apache Airflow to schedule, monitor, and automate data pipeline workflows.
- Design and implement real-time data streaming solutions using technologies like Apache Kafka or AWS Kinesis for high-throughput, low-latency data processing.
- Collaborate with database administrators to design and implement efficient data storage solutions using relational databases such as PostgreSQL, MySQL, and SQL Server.
- Experience working with open-source ETL tools such as Apache NiFi, Talend, or Pentaho. Cloud-based tools like AWS Glue or Azure Data Factory are beneficial.
- Proficiency in Python for automating data processing tasks, writing data pipelines, and working with libraries such as Pandas, Dask, PySpark, etc.
- Strong knowledge of Apache Spark and PySpark for distributed data processing, along with optimization techniques.
- Experience using Apache Airflow or similar tools for scheduling and automating data pipelines.
- Experience with Apache Kafka or AWS Kinesis for building and managing real-time data pipelines.
- Knowledge of data storage formats such as Parquet, Avro, Delta Lake, or similar open-source table formats.
- Strong experience with relational databases (e.g., PostgreSQL, MySQL, SQL Server) and a solid understanding of database concepts like indexing, normalization, and query optimization.
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