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.

Isolate, debug and durably fix defects. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Isolate, debug and durably fix defects. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Isolate, debug and durably fix defects. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions. moreIsolate, debug and durably fix defects. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Manage source code with Git and merge work in teams. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Manage source code with Git and merge work in teams. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Manage source code with Git and merge work in teams. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreManage source code with Git and merge work in teams. 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. 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.

Develop web frontends and backends with JavaScript/TypeScript. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling.Develop web frontends and backends with JavaScript/TypeScript. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling.Develop web frontends and backends with JavaScript/TypeScript. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling. moreDevelop web frontends and backends with JavaScript/TypeScript. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling.

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.

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. moreQuery 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.

Integrate AI assistants productively into development work. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Integrate AI assistants productively into development work. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Integrate AI assistants productively into development work. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreIntegrate AI assistants productively into development work. 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.

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.

Apply measuring equipment and document test results. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Apply measuring equipment and document test results. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Apply measuring equipment and document test results. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreApply measuring equipment and document test results. 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.

Describe requirements in structured specification documents and align them with stakeholders.Describe requirements in structured specification documents and align them with stakeholders.Describe requirements in structured specification documents and align them with stakeholders. moreDescribe requirements in structured specification documents and align them with stakeholders.

Know relevant standards and apply them in projects. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Know relevant standards and apply them in projects. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Know relevant standards and apply them in projects. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreKnow relevant standards and apply them in projects. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Create manuals and specifications to standards. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Create manuals and specifications to standards. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Create manuals and specifications to standards. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreCreate manuals and specifications to standards. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Estimate effort (story points, planning poker) and plan sprints realistically.Estimate effort (story points, planning poker) and plan sprints realistically.Estimate effort (story points, planning poker) and plan sprints realistically. moreEstimate effort (story points, planning poker) and plan sprints realistically.

Organise backlogs, boards and docs in Jira and Confluence. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Organise backlogs, boards and docs in Jira and Confluence. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Organise backlogs, boards and docs in Jira and Confluence. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users. moreOrganise backlogs, boards and docs in Jira and Confluence. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.

Create models, simulations and analyses in MATLAB/Simulink. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Create models, simulations and analyses in MATLAB/Simulink. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Create models, simulations and analyses in MATLAB/Simulink. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreCreate models, simulations and analyses in MATLAB/Simulink. 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.