Selbstgesteuertes Projekt
Business Analytics Sprint
Data Science · Juli 2026
Eine ProoV-Fallstudie · Lernprojekt, kein Arbeitsverhältnis
Built a clear end-to-end profit-paradox analysis: framed the margin collapse with a hypothesis sheet and KPI driver map, audited the data for issues, and translated the findings into a concise executive narrative. The work connects the profit decline to raw-material inflation, logistics inefficiency, and discounting, then prioritises actions by impact and governance risk.
Bewertet nach
- Problem Framing & Hypotheses10%
- Data Analysis & SQL30%
- Root-Cause & Forecasting25%
- Dashboard & Visualization15%
- Executive Communication & Strategy20%
Bestanden · Bestehensgrenze 60/100
Was herausstach6
- Identified the core paradox with concrete numbers: revenue up 17% while operating profit fell 55%, and tracked the margin collapse from 13.4% to 5.2%.
- Built a complete KPI driver map with all 8 placements correct, showing strong understanding of price, cost, and volume levers.
- Produced a coherent Pareto-style root-cause ranking that prioritised raw-material inflation, then logistics inefficiency, then discounting.
- Communicated the business story clearly in the stakeholder Q&A and executive summary, explicitly tying growth in Asia to margin erosion and recommending ROI-aware actions.
- Structured Hypothesis Framing
- KPI Driver Mapping
Meine eingereichte Arbeit20 Aufgaben
12 Aufgaben · 8.4k Zeichen · 8 Textantworten · 406 Wörter
- Hypothesis Sheet1.3k Zeichen
- KPI Driver Map174 Zeichen
- Data Audit100 Zeichen
- Week1 Update1.2k Zeichen
- Sql Category Profit296 Zeichen
- Sql Region Join376 Zeichen
- Root Causes158 Zeichen
- Forecast280 Zeichen
- Recommendations1.0k Zeichen
- Stakeholder Qa964 Zeichen
- Executive Summary1.1k Zeichen
- Bosch Real Case Study1.5k Zeichen
- Hypothesis Sheet160 Wörter
- KPI Driver Map1 Wort
- Data Audit4 Wörter
- Week1 Update164 Wörter
- Sql Category Profit26 Wörter
- Sql Region Join40 Wörter
- Root Causes5 Wörter
- Forecast6 Wörter
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