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.

Plan and operate data backup and storage systems. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Plan and operate data backup and storage systems. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Plan and operate data backup and storage systems. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. morePlan and operate data backup and storage systems. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

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.

Set up, operate and harden Linux servers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Set up, operate and harden Linux servers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Set up, operate and harden Linux servers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreSet up, operate and harden Linux servers. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Monitor systems with metrics, logs and tracing. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Monitor systems with metrics, logs and tracing. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Monitor systems with metrics, logs and tracing. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreMonitor systems with metrics, logs and tracing. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Automate administrative tasks with scripts. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Automate administrative tasks with scripts. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Automate administrative tasks with scripts. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreAutomate administrative tasks with scripts. 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.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.

Test APIs with Postman: requests, collections, automation and error analysis.Test APIs with Postman: requests, collections, automation and error analysis.Test APIs with Postman: requests, collections, automation and error analysis. moreTest APIs with Postman: requests, collections, automation and error analysis.

Automate build, test and deployment processes. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Automate build, test and deployment processes. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Automate build, test and deployment processes. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreAutomate build, test and deployment processes. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Containerise applications and operate container environments. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Containerise applications and operate container environments. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Containerise applications and operate container environments. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreContainerise applications and operate container environments. 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.

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.

Document systems, runbooks and decisions traceably and keep them current.Document systems, runbooks and decisions traceably and keep them current.Document systems, runbooks and decisions traceably and keep them current. moreDocument systems, runbooks and decisions traceably and keep them current.

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.

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.

Design and operate document-based data models. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Design and operate document-based data models. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Design and operate document-based data models. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions. moreDesign and operate document-based data models. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Apply caching strategies and in-memory data structures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Apply caching strategies and in-memory data structures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Apply caching strategies and in-memory data structures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreApply caching strategies and in-memory data structures. 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.

Automate end-to-end tests for web apps. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Automate end-to-end tests for web apps. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Automate end-to-end tests for web apps. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreAutomate end-to-end tests for web apps. 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.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.