Quant, Database, Etl, NoSQL.
the original source may disappear suddenly (ala Quantopian’s intensely rapid disappearance), versioning the data is not possible, this is the slowest possible option, data scientists rarely write decent data engineering code, and sampling the data from an original source can be difficult, requiring