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.

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.

Define data standards and ensure data quality. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Define data standards and ensure data quality. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Define data standards and ensure data quality. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

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.

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.

Identify, engage and balance stakeholder groups. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Identify, engage and balance stakeholder groups. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Identify, engage and balance stakeholder groups. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

Develop and operationalise unit and company strategies. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop and operationalise unit and company strategies. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Develop and operationalise unit and company strategies. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Plan and monitor budgets and prepare forecasts. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Plan and monitor budgets and prepare forecasts. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.Plan and monitor budgets and prepare forecasts. Covers preparing and quality-assuring the data, methodologically sound analysis, visualising results and presenting them audience-appropriately as a basis for decisions.

Evaluate investments with business cases and profitability calculations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Evaluate investments with business cases and profitability calculations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Evaluate investments with business cases and profitability calculations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.

Plan business models, derive goals and steer the company via KPIs. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language.Plan business models, derive goals and steer the company via KPIs. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language.Plan business models, derive goals and steer the company via KPIs. This includes assessing specific cases, applying current requirements and case law, legally sound documentation, and advising business units in plain language.

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.

Moderate conflict conversations and actively de-escalate situations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Moderate conflict conversations and actively de-escalate situations. In practice this covers independent execution, quality assurance of one's own results, and close alignment with adjacent roles and interfaces.Moderate conflict conversations and actively de-escalate situations. 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.

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.

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.

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.

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.

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.

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.

Source, interview and select candidates. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Source, interview and select candidates. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.Source, interview and select candidates. Covers forward-looking planning and prioritisation, clear alignment with all stakeholders, consistent follow-up on results and continuous improvement of processes.

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.

Organise first days: equipment, access, induction plans and appointments.Organise first days: equipment, access, induction plans and appointments.Organise first days: equipment, access, induction plans and appointments.