Design and Implementation:
o Creating and implementing data flow solutions using NiFi, including defining data sources, destinations, and transformation processes.
- Ingestion and Transformation:
o Managing data ingestion from various sources (e.g., files, databases, APIs) and transforming data into desired formats for downstream consumption.
o Configuring NiFi to route data to appropriate destinations and enriching data with additional information (e.g., timestamps, location).
- Scalability and Performance:
o Ensuring data flows are scalable and performant to handle varying data volumes and velocity.
o Maintaining and improving NiFi clusters, including configuration, optimization, and troubleshooting.
- Microservices Integration:
o Developing and integrating microservices to support data conditioning, format validation, and transformation processes.
- Troubleshooting and Issue Resolution:
o Identifying and resolving issues related to data flows, NiFi configurations, and data integration processes
o Possessing deep knowledge of Airflow's architecture, including schedulers, executors (Celery, Kubernetes), and plugin development.
- Workflow Design and Development:
o Designing and developing complex, modular, and reusable DAGs (Directed Acyclic Graphs) to automate data pipelines.
- Performance Optimization:
o Identifying and addressing performance bottlenecks in Airflow environments and implementing best practices for orchestration and scheduling