
Digital transformation of strategic workforce planning at division HQ — machine-learning forecasting, preventive analytics, and the data infrastructure that makes them work.
- Lead the design and deployment of machine-learning headcount demand forecasting tied to activity and revenue, taking the use case from ideation and prototyping through to adoption in financial planning cycles.
- Design activity-to-headcount demand metrics and analytics products (Power BI / DAX fact models) integrating multiple enterprise source systems, giving leadership forward visibility on resourcing demand.
- Develop KPOs and KPIs standardizing governance of workforce planning and performance across geographic units, and monitor implementation risks with mitigation measures.
- Coordinate location workforce managers across the division through financial planning and execution cycles, aligning digital initiatives with budget and strategic objectives.










