1. Good experience in building enterprise‑grade dashboards and analytics solutions using Microsoft Fabric and Power BI
2. Proficiency in data engineering and transformations using Spark (PySpark), SQL, and Power Query
3. Solid understanding of semantic modeling and dimensional modeling principles (star schema, reusable measures, KPI design)
4. Hands‑on programming experience with Python (pandas) for data wrangling, validation, and automation
5. Ability to deliver high‑performance, governed, and secure datasets suitable for leadership and business consumption
6. Microsoft Fabric certification
Valuable-to-Have
- Enterprise Analytics and Business Intelligence
- Data Engineering and Analytics Platforms
- Dashboarding and Reporting for Leadership and Business Stakeholders