The Data Citizen role certified an individual with Fundamental Data Literacy:

- Speak and communicate the data language in workplace
- Develop the thinking of business question with data-first
- Show their expertness to use data visualisation with best practice
- Prove their ability to use low-cost and high-return open-source technology to perform impactful descriptive analytics

The Citizen Data Scientist role certified an individual with Intermediate Data Literacy:

- Prove their ability to perform self-service descriptive, diagnostic analytics and simple predictive analytics for insights discovery
- Perform self-service in creating data visualization dashboard with best practices
- Display their value to use low-cost and high-return open-source technology to improve daily performance in data jobs
- Show their inclination to work productively with colleagues and data science team with analytics
- Develop open-source software skill in Apache Superset, Jupyter Notebook & Python.

The Advanced Citizen Data Scientist role certified an individual with High-Intermediate Data Literacy:

- Make visible their ability to perform self-service analytics activities from insights discovery
- Apply machine learning for simple predictive analytics
- Exhibit their competencies in using Python for various analytics tasks
- Show their competencies to work with the data science team
- Develop open-source software skill in Apache Superset, Jupyter Notebook & Python