Query and model data with SQL and work with relational databases. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Query and model data with SQL and work with relational databases. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Query and model data with SQL and work with relational databases. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Create dashboards and meaningful visualisations. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Create dashboards and meaningful visualisations. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Create dashboards and meaningful visualisations. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Model and analyse data with Power Query, pivots and formulas. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Model and analyse data with Power Query, pivots and formulas. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Model and analyse data with Power Query, pivots and formulas. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Measure, analyse and report web and app data in GA4. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Measure, analyse and report web and app data in GA4. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Measure, analyse and report web and app data in GA4. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Analyse KPIs, explain variances and deliver ad-hoc reports. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Analyse KPIs, explain variances and deliver ad-hoc reports. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Analyse KPIs, explain variances and deliver ad-hoc reports. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Analyse data with formulas, pivot tables and charts. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Analyse data with formulas, pivot tables and charts. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Analyse data with formulas, pivot tables and charts. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Build data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Structure, visualise and deliver presentations to audiences. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Structure, visualise and deliver presentations to audiences. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Structure, visualise and deliver presentations to audiences. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Analyse and interpret data using statistical methods. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Analyse and interpret data using statistical methods. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Analyse and interpret data using statistical methods. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Measure and analyse user behaviour with analytics tools. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Measure and analyse user behaviour with analytics tools. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Measure and analyse user behaviour with analytics tools. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Validate hypotheses through controlled experiments. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Validate hypotheses through controlled experiments. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Validate hypotheses through controlled experiments. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Evaluate investments with business cases and profitability calculations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Evaluate investments with business cases and profitability calculations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Evaluate investments with business cases and profitability calculations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Create fast, on-brand designs with Canva. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Create fast, on-brand designs with Canva. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Create fast, on-brand designs with Canva. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Clean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Clean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Clean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Plan topics, maintain content calendars and manage deadlines. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Plan topics, maintain content calendars and manage deadlines. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Plan topics, maintain content calendars and manage deadlines. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

Set up newsletters and automated campaigns. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Set up newsletters and automated campaigns. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Set up newsletters and automated campaigns. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Communicate confidently in English business situations. Covers spoken and written communication in a professional context – from meetings and negotiations to presentations and confident specialist correspondence.Communicate confidently in English business situations. Covers spoken and written communication in a professional context – from meetings and negotiations to presentations and confident specialist correspondence.Communicate confidently in English business situations. Covers spoken and written communication in a professional context – from meetings and negotiations to presentations and confident specialist correspondence.

Build marketing and web reports in Looker Studio. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build marketing and web reports in Looker Studio. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build marketing and web reports in Looker Studio. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Optimise websites for organic search. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Optimise websites for organic search. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Optimise websites for organic search. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Structure press releases journalistically, craft quotable copy and distribute.Structure press releases journalistically, craft quotable copy and distribute.Structure press releases journalistically, craft quotable copy and distribute.

Plan and run digital events and webinars. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Plan and run digital events and webinars. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Plan and run digital events and webinars. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.