Often Missing SkillsForecastingData ModelingData Quality ManagementProcess StandardizationTraining DesignExecutive CommunicationContract NegotiationService Management
Development SuggestionsStrengthen forecasting and data modeling by partnering with finance and analytics teams on demand planning. Build a clear data dictionary and ownership model to improve data quality. Practice executive communication by sharing a monthly capacity narrative with decisions and tradeoffs. Develop vendor and service management skills by defining measurable service levels and reviewing them regularly.