SFIA Skills: Data analytics (DAAN)

Leads the implementation of data analytics solutions.

Guides the selection and application of advanced analytical techniques.

Manages data analytics activities, establishing frameworks and methodologies aligned with business objectives and data governance policies.

Translates business needs into analytics requirements and identifies data-driven solutions.

Develops organisational strategies and roadmaps for data analytics.

Oversees the delivery of analytics projects and programmes. Promotes the ethical use of data and data analytics.

Contributes to the development of data analytics processes and standards. Identifies opportunities for improving data analytics practices.

Cleans raw data by identifying and resolving duplicates, errors, extreme values, and other anomalies.

Conducts end-to-end data analysis, defining data requirements and ensuring data integrity.

Supports data analytics by gathering and preparing data from multiple sources.

Applies analytical and statistical methods and software tools to analyse data and develop reports.

Collaborates with team members to refine analysis techniques and ensure data quality.