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Data Engineer · Senior · Theory

You need to keep a history of changes to customer attributes, such as plan, city and segment, in a data warehouse, loading data incrementally once a day. How would you implement a Type 2 SCD, and what pitfalls have you run into?

~4 min by voice

How to approach it

This checks whether you can do more than draw an SCD2 table, and actually build a reliable incremental process: a correct MERGE, idempotent reruns, late-arriving data, lost intraday changes and correctly tying facts to versions.

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Best with headphones · ~4 min