Memory-Efficient Dict Alternatives

Python dicts are general-purpose and convenient, but they carry significant memory overhead — approximately 200-300 bytes per entry on 64-bit Python. For large-scale DE pipelines processing hundreds of millions of records, this overhead can make an in-memory dict approach infeasible. Staff candidates know when to reach for more memory-efficient alternatives. When to Use Each Alternative