Standard tools and technologies for data pipeline development include:Apache Airflow. An open-source tool designed for orchestrating complex workflows and managing pipelines, offering a rich UI and robust scheduling capabilities.
Apache Kafka. A distributed event streaming platform is crucial for real-time streaming and messaging, especially in scenarios that require handling high-throughput information.
AWS Glue. A fully managed ETL service that simplifies data preparation and loading processes for analytics.
Azure Data Factory. A cloud-based service within the Azure ecosystem, enabling pipeline creation, scheduling, and data pipeline orchestration.
Talend. An open-source tool for integration and transformation, supporting a variety of pipeline tasks, including ETL processes.
Fivetran. A managed service focused on replication and integration, designed to connect various sources to data warehouses seamlessly.
Airbyte. An open-source platform is known for its ease of use and extensibility, ideal for building custom pipelines.
Stitch Data. A cloud-based ETL service recognized for its simplicity and ability to integrate with multiple sources.