Build and operate data pipelines and platforms. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build and operate data pipelines and platforms. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build and operate data pipelines and platforms. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreBuild and operate data pipelines and platforms. 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.

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.

Manage stock and optimise warehouse processes. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Manage stock and optimise warehouse processes. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Manage stock and optimise warehouse processes. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes. moreManage stock and optimise warehouse processes. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

Process large data volumes with Spark, Kafka and similar. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Process large data volumes with Spark, Kafka and similar. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Process large data volumes with Spark, Kafka and similar. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreProcess large data volumes with Spark, Kafka and similar. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Plan staff, material and capacity to demand. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Plan staff, material and capacity to demand. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Plan staff, material and capacity to demand. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes. morePlan staff, material and capacity to demand. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

Architect, deploy and operate cloud services. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language.Architect, deploy and operate cloud services. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language.Architect, deploy and operate cloud services. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language. moreArchitect, deploy and operate cloud services. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language.

Agree goals, appraise performance and give structured feedback. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Agree goals, appraise performance and give structured feedback. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Agree goals, appraise performance and give structured feedback. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreAgree goals, appraise performance and give structured feedback. 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.

Orchestrate data workflows with Airflow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Orchestrate data workflows with Airflow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Orchestrate data workflows with Airflow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreOrchestrate data workflows with Airflow. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Clean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Clean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Clean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions. moreClean, merge and prepare raw data for analysis. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Develop and test data models as code with dbt. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop and test data models as code with dbt. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop and test data models as code with dbt. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreDevelop and test data models as code with dbt. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

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. moreModel 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.

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. moreAnalyse 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.

Build data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Build data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreBuild data models, DAX and dashboards in Power BI. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Lead, motivate and develop teams. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Lead, motivate and develop teams. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Lead, motivate and develop teams. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes. moreLead, motivate and develop teams. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

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. moreStructure, 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.

Handle purchasing and sales processes in SAP. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Handle purchasing and sales processes in SAP. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.Handle purchasing and sales processes in SAP. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users. moreHandle purchasing and sales processes in SAP. Covers confident day-to-day use: data maintenance and quality, configuration of processes and workflows, analyses and reports, and onboarding of new users.

Model and operate cloud data warehouses on Snowflake. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Model and operate cloud data warehouses on Snowflake. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Model and operate cloud data warehouses on Snowflake. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces. moreModel and operate cloud data warehouses on Snowflake. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.