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. moreValidate 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.

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. moreMeasure, 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 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. moreMeasure 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.

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. moreCreate 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.

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. morePlan 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. moreSet 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.

Manage Search, Shopping and Performance Max campaigns. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.Manage Search, Shopping and Performance Max campaigns. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.Manage Search, Shopping and Performance Max campaigns. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting. moreManage Search, Shopping and Performance Max campaigns. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.

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. moreBuild 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.

Understand the security market, threats and buying centers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Understand the security market, threats and buying centers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Understand the security market, threats and buying centers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreUnderstand the security market, threats and buying centers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Build nurturing journeys, scoring and campaign workflows. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Build nurturing journeys, scoring and campaign workflows. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Build nurturing journeys, scoring and campaign workflows. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users. moreBuild nurturing journeys, scoring and campaign workflows. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.

Set up and scale paid social campaigns in the Meta ecosystem. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.Set up and scale paid social campaigns in the Meta ecosystem. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.Set up and scale paid social campaigns in the Meta ecosystem. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting. moreSet up and scale paid social campaigns in the Meta ecosystem. This includes account structure and targeting, budget and bid management, ongoing optimisation of ads and audiences, plus conversion tracking and meaningful performance reporting.

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. moreAnalyse 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.

Manage documents, emails and appointments with Microsoft Office. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Manage documents, emails and appointments with Microsoft Office. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Manage documents, emails and appointments with Microsoft Office. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreManage documents, emails and appointments with Microsoft Office. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Track, analyse and activate user behaviour in products. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Track, analyse and activate user behaviour in products. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Track, analyse and activate user behaviour in products. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreTrack, analyse and activate user behaviour in products. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Drive growth via self-service, activation and product loops. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Drive growth via self-service, activation and product loops. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Drive growth via self-service, activation and product loops. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreDrive growth via self-service, activation and product loops. 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. moreOptimise 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. moreStructure 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. morePlan 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.