Data Pipeline Design Interview Questions

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Design a document processing pipeline.
a year ago7 answers
Design tables and a processing pipeline to support daily metrics such as unique listeners, play count, total listening time, and top artists by country.
a year ago
What's the difference between a data lakehouse and a data warehouse?
2 years ago5 answers
Design an ETL Pipeline for a ML Platform for AWS Has video answer
a year ago
Design Netflix's Clickstream Data Pipeline Has video answer
a year ago
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Design an ETL Pipeline for Slack for School Has video answer
a year ago
How would you handle slow query performance for a single-user SQL endpoint in Databricks, where all sequentially run queries are affected?
2 years ago
How would you handle scheduling dependencies between two nightly Jobs to ensure the second Job does not fail if the first Job runs longer than expected?
2 years ago2 answers
When is Hadoop better than PySpark?
2 years ago1 answer
What is a Medallion Architecture?
2 years ago2 answers
How would you handle a task in a nightly job that fails unexpectedly during 10 percent of the runs?
2 years ago
Design a data pipeline that updates hourly and powers a dashboard showing the most common Alexa user requests, broken down by country.
3 years ago
What is delta lake?
2 years ago1 answer
When should you use Delta Live Tables over standard data pipelines built on Spark and Delta Lake?
2 years ago
Design a data pipeline that complies with GDPR.
a year ago
When should you use a job cluster instead of an all-purpose cluster?
2 years ago1 answer
Design a system to ingest large amounts of JSON data from multiple S3 buckets
a year ago

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Data Pipeline Design Interview Questions

Design a document processing pipeline.

Design tables and a processing pipeline to support daily metrics such as unique listeners, play count, total listening time, and top artists by country.

What's the difference between a data lakehouse and a data warehouse?

Design an ETL Pipeline for a ML Platform for AWS Has video answer

Design Netflix's Clickstream Data Pipeline Has video answer

Design an ETL Pipeline for Slack for School Has video answer

How would you handle slow query performance for a single-user SQL endpoint in Databricks, where all sequentially run queries are affected?

How would you handle scheduling dependencies between two nightly Jobs to ensure the second Job does not fail if the first Job runs longer than expected?

When is Hadoop better than PySpark?

What is a Medallion Architecture?

How would you handle a task in a nightly job that fails unexpectedly during 10 percent of the runs?

Design a data pipeline that updates hourly and powers a dashboard showing the most common Alexa user requests, broken down by country.

What is delta lake?

When should you use Delta Live Tables over standard data pipelines built on Spark and Delta Lake?

Design a data pipeline that complies with GDPR.

When should you use a job cluster instead of an all-purpose cluster?

Design a system to ingest large amounts of JSON data from multiple S3 buckets

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