Common JD Requirement Checklist
- SQL depth and data modeling requirements aligned with role complexity
- Dashboard ownership expectations (BI tools, KPI frameworks, stakeholder adoption)
- Experimentation or causal analysis requirements where applicable
- Data quality and metric governance responsibilities
- Business domain context expected (finance, operations, growth, risk)
- Communication requirements for cross-functional decision support