Data Citizens are big data talents who equipped with Fundamental Data Literacy. This role represents the ability to perform impactful descriptive analytics, design, and build data visualisation with current best practice examples. Besides, it also represents the ability in using open-source software like Apache Superset and Jupyter Notebook.

Becoming an individual with Fundamental Data Literacy

Citizen Data Scientists are big data talents who equipped with Intermediate Data Literacy. This role represents the ability to perform simple analytics for insight discovery and use open-source software to improve their daily performance. Moreover, it represents possession of knowledge about open-source software in Apache Superset, Jupyter Notebook, and Python.

Becoming an individual with Intermediate Data Literacy

Advanced Citizen Data Scientists are big data talents who equipped with High-Intermediate Data Literacy. This role represents the ability to perform simple predictive analytics with machine learning and using Python to perform various analytics tasks. Also, it demonstrates possession of advanced knowledge about open-source software in Apache Superset, Jupyter Notebook, and Python.

Becoming an individual with High-Intermediate Data Literacy

Apart from “Role-Based” certification scheme, CDPOS™ comprises of various “Tool-Based” certification in qualifying big data talents who acquired specific skills of different open-source tools which have become de facto industry standards.