Your question is CI/CD for Data Pipelines. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How do you handle CI/CD for data pipelines to ensure minimal downtime during updates?
Discuss a practical approach using version control, automated testing, immutable artifacts, staged deployment, backward-compatible schema changes, monitoring, and rollback. Explain how your approach applies to orchestration, transformations, infrastructure, and dependent consumers. Mention specific tools and deployment safeguards you would choose.