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Forecasting Data Scientist
Mondelēz InternationalData Scientist at Mondelēz responsible for statistical forecasting methodologies for demand planning and predictive analysis. Collaborating with Demand Planners to improve forecasting accuracy and bias.
Tech Stack
Tools & technologiesCloudPySparkPythonReact
About the role
Key responsibilities & impact- Define requirements for analysis in a given business area and perform detailed analysis and identify trends defined in the requirements
- Identify patterns and help the business react to changing business conditions
- Perform root-cause analysis and interpret data
- Work with large amounts of data such as facts, figures, and mathematics/formulas and undertake analytical activities and deliver analysis outputs in accordance with customer needs
- Collaborate with Demand Planners to provide explainability of models and gather feedback to improve the models
- Lead the statistical forecasting process to provide the business a statistical base forecast for its demand planning process
- Design, build, implement and/or maintain Python/PySpark algorithms to execute predictive analysis which help to improve planning processes
Requirements
What you’ll need- Bachelor's Degree required
- Extensive experience in data modeling in a large complex business with multiple systems
- Ability to simplify complex problems and communicate them to a broad audience
- Design, build, implement and/or maintain Python/PySpark algorithms to execute predictive analysis which help to improve planning processes
- Analyze code, define and implement strategies to have more accurate and efficient results
- 10+ years of applied knowledge of analytical techniques in statistical modelling, machine learning with exposure to forecasting domain especially driver-based forecasting
- Experience developing and deploying Statistical and/or machine learning solutions
- Knowledge and experience in data science cloud platforms like Databricks (preferred) or similar
- Experience on working with FMCG, Food & Beverages, Retail or similar industry data with understanding the business process will be an advantage (nice to have)
Benefits
Comp & perks- Relocation support available
- Minimal support is offered through our Volunteer International Transfer Policy
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Data AnalysisRoot-Cause AnalysisStatistical ModelingPredictive AnalysisDriver-Based ForecastingAnalytical TechniquesCode AnalysisMathematics/FormulasTrend IdentificationComplex Problem Simplification
Soft Skills
CommunicationCollaboration
Certifications
Bachelor's Degree