Design studies and analyse market and audience data. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Design studies and analyse market and audience data. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Design studies and analyse market and audience data. 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.

Research, verify and prepare information systematically. Includes professional execution to standards and manufacturer specifications, appropriate measuring and testing steps, occupational safety, and complete documentation of the work performed.Research, verify and prepare information systematically. Includes professional execution to standards and manufacturer specifications, appropriate measuring and testing steps, occupational safety, and complete documentation of the work performed.Research, verify and prepare information systematically. Includes professional execution to standards and manufacturer specifications, appropriate measuring and testing steps, occupational safety, and complete documentation of the work performed.

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 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.

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.

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.

Develop content strategies and produce content. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.Develop content strategies and produce content. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.Develop content strategies and produce content. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.

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.

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.

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.

Systematically analyse markets and competitors. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Systematically analyse markets and competitors. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Systematically analyse markets and competitors. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Allocate media budgets effectively across channels. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.Allocate media budgets effectively across channels. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.Allocate media budgets effectively across channels. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.

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.

Manage projects with plans, milestones and budgets. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Manage projects with plans, milestones and budgets. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Manage projects with plans, milestones and budgets. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

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.

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.

Construct questionnaires and plan samples. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.Construct questionnaires and plan samples. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.Construct questionnaires and plan samples. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.

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.

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.