# The ambiguity of data science team roles and the need for a data science workforce framework

> Research article (2017 IEEE International Conference on Big Data (Big Data), 2017) · cited 49× · AI/ML

**Wikidata**: [openalex:W2783936471](https://www.wikidata.org/wiki/openalex:W2783936471)  
**Source**: https://4ort.xyz/entity/the-ambiguity-of-data-science-team-roles-and-the-need-for-a-data-science-workforce-framework