Databases always try to flush something to disk after transaction, just in case unexpected reboot happens. So your writes to db have direct correlation to disk writes.

Choice of db schema impacts physical layout on ssd. E.g. Different tables are more likely to be on different ssd pages resulting in random writes.

Databases are insanely complex, but not magic.