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Real-Time Dashboard Pipeline Design

HardPipelines00:00
Royal Caribbean Group
Your interviewer · Data Engineer
In session
Interviewer

Welcome to your interview for the Data Engineer role at Royal Caribbean Group.

The question is on your right: Real-Time Dashboard Pipeline Design. Take a moment with it first.

Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen. You have three graded attempts to score 7/10 or better.

Only Submit answer is graded - discussion is free practice.

Problem

Scenario

You are starting a new analytics pipeline for dashboards that need fresh data within minutes. The main concern is how to move events from source systems through processing and into a serving layer without stale metrics or broken refreshes.

Question

What is your approach to building dashboards for real-time or near-real-time reporting?