Develop, train and evaluate ML models. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop, train and evaluate ML models. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop, train and evaluate ML models. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreDevelop, train and evaluate ML models. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Analyse competencies and design development measures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Analyse competencies and design development measures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Analyse competencies and design development measures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreAnalyse competencies and design development measures. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Develop applications, scripts and data analyses with Python. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling.Develop applications, scripts and data analyses with Python. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling.Develop applications, scripts and data analyses with Python. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling. moreDevelop applications, scripts and data analyses with Python. Covers implementing new features, reading and refactoring existing code, writing tests, and working with package managers, debugging tools and the ecosystem's tooling.

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.

Support people in their professional and personal growth. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Support people in their professional and personal growth. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Support people in their professional and personal growth. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreSupport people in their professional and personal growth. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

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

Develop neural networks with PyTorch or TensorFlow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop neural networks with PyTorch or TensorFlow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop neural networks with PyTorch or TensorFlow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreDevelop neural networks with PyTorch or TensorFlow. 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.

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.

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. moreAnalyse 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.

Design and deliver learning formats for target groups. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.Design and deliver learning formats for target groups. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.Design and deliver learning formats for target groups. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines. moreDesign and deliver learning formats for target groups. Covers development from briefing through drafts and feedback loops to the final result – respecting brand guidelines, audience needs and deadlines.

Build CI/CD workflows in GitHub or GitLab. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build CI/CD workflows in GitHub or GitLab. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build CI/CD workflows in GitHub or GitLab. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreBuild CI/CD workflows in GitHub or GitLab. 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.

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.

Perform statistical analyses with SPSS or R. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Perform statistical analyses with SPSS or R. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Perform statistical analyses with SPSS or R. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users. morePerform statistical analyses with SPSS or R. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.

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.

Provision and version cloud infrastructure declaratively. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Provision and version cloud infrastructure declaratively. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Provision and version cloud infrastructure declaratively. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreProvision and version cloud infrastructure declaratively. 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.