Familiarize with rate limiting of APIs Implement caching between pipeline steps Utilize message queues Get data from point A to point B Design and implement necessary architecture, pipeline, or business logic Excel in API integrations, data orchestration, and backend engineering Construct robust data pipelines Devise innovative ways to extract insights from diverse sources Unify massive datasets