Mgr, Planning COE Analytics (Sofia office)
Indexed description
This role combines:
- SAP IBP system predictive and machine learning–enabled functionalities expertise
- Advanced analytics and predictive modeling understanding
- Functional supply chain expertise
- Change enablement and business adoption
Main Responsibilities
- Design and run advanced demand forecasts processes in SAP IBP using statistical, causal, and predictive methods.
- Strong statistical knowledge
- Understanding of forecast decomposition (trend, seasonality, noise)
- Model selection and parameter optimization in IBP
- Optimise SAP IBP predictive and machine learning capabilities (e.g. demand sensing, ML forecasting) to improve forecast accuracy
- Applie ML concepts (features, overfitting, validation)
- Ability to bridge data science outputs with business usage
- Governance of ML models in production environments
- Interpret model outputs and ensure business explainability and proactively propose enhancements and value cases.
- Support in the creation of analytical reports in Power BI and BW
- Partner with IT on CPI-DS, SDI, or other integration tools
- Develop demand segmentation strategies to apply the right forecasting approach to different products, markets, and lifecycle stages.
- Monitor forecast performance and continuously improve accuracy, bias, and stability through model tuning and analytics.
- Drive adoption and change enablement, training users and building trust in automated and predictive demand planning solutions.
- Country/region Demand Planning Teams
- IT/Off shore Support Teams
- Data and Analytics
- Proven end to end demand planning experience (+3 years) , with strong practical knowledge of IBP forecast models, key figures, planning views, and time profiles.
- Advanced forecasting and statistical modeling experience (+3 years), with a track record of improving forecast accuracy and reducing bias.
- Direct experience using SAP IBP predictive and ML enabled capabilities (+3 years), such as predictive forecasting and demand sensing. HIGHLY VALUED SAP IBP CONSULTANT EXPERIENCE.
- Direct experience developing Power BI reports and manage BW, such as predictive forecasting and demand sensing.
- Experience in managing large datasets
- Experience with demand segmentation and scenario planning, applying different forecast strategies by product, market, or lifecycle stage.
- Strong stakeholder engagement and change enablement experience, including training users and building trust in advanced and automated planning solutions.
- Experience working within a central team supporting independent, regionally driven business units
- Experience in the food and beverage sector
- Forecast Accuracy ( different lags)
- Machine Larning Adoption
Functional Technical Skills Required
- SAP IBP predictive and ML enabled capabilities expert knowledge
- Advanced Power BI and BW knowledge
- Good communication skills, team engagement
- Change management
- Continuous improvement
Language capability
- English
- Spanish, French, German, Dutch, Norwegian and Swedish is valued
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