duckdb is really competing with things like snowflake, where compute is separate from storage. Loading data into postgres and tuning it can be a pain in the ass, with duckdb I can query huge parquet datasets in cloud storage without spinning up a VM.
It already replaced pandas and dask for most of my common data eng tasks.
It already replaced pandas and dask for most of my common data eng tasks.