What types of integration have you worked with?

System analysts often encounter different types of integrations:

• API Integration: Using REST or SOAP services for data exchange between systems.
• Message Queue Integration: For example, using RabbitMQ, Kafka for asynchronous message exchange.
• File Transfer: Transferring data via CSV, XML, or JSON files over FTP or other protocols.
• Database Level Integration: Replication, using ETL processes for data synchronization.
• Middleware Integration: Using ESB (Enterprise Service Bus) or iPaaS platforms to connect various systems.

Each type of integration is chosen depending on requirements for speed, reliability, data volume, and system architecture.