Qualifications
What Sets You Apart:- Skills in Machine Learning and data analysis (supervised models, validation, metrics).- Experience with Python and data libraries (pandas, scikit-learn) and version control (Git). Knowledge of databases/SQL and data pipelines (ETL/ELT).- Ability to work with industrial/operational data (purchasing, logistics, supply chain).- Clear communication skills to translate results into actionable insights (planning, purchasing, and logistics teams).
About the job
Contribute to Something Greater:
- Develop a Machine Learning model to predict supplier and transport delivery performance (on-time delivery/delays) for individual components across all factories;
- The ultimate goal is to enhance accuracy and responsiveness in the Material Requirements process by integrating delivery reliability predictions and facilitating proactive communication with suppliers;
- Identify data sources and map the flow from 'order → dispatch → delivery' across all plants;
- Construct a historical dataset and define labels/targets (OTD, delays, risk classes);
- Create a data preparation pipeline and feature engineering by supplier/component/plant/transport;
- Enhance communication with suppliers based on forecasts (targeted and proactive follow-ups).
- Train and compare models to select the best balance between performance and interpretability;
- Evaluate robustness by plant/supplier (operational fairness) and time windows (temporal validation);
- Produce actionable indicators: probability of delay, anticipated days of delay, and risk ranking by orders/POs.
- Generate operational outputs (API, dashboard, or batch file) with forecasts and explanations;
- Define monitoring and maintenance procedures for the model (drift, data quality, retraining).
About Bosch Car Multimedia, S.A.
Bosch Group employs over 400,000 associates worldwide, across 60 countries, and proudly impacts people's lives while working towards a more sustainable future.Bosch Car Multimedia, S.A. is part of the Automotive Electronics division, focused on transforming vehicles into our third living space. Approximately 3,600 employees are dedicated to developing and producing high-quality technology that drives change in mobility worldwide. The company's success lies in its highly specialized and innovative team and the technological expertise that makes Bosch a leading supplier in the automotive market.At Bosch, we shape the future by creating high-quality products and services that inspire and enhance people's lives. We promise our associates a solid foundation: we grow together, enjoy what we do, and inspire one another. Join us and experience the difference in mindsets, cultures, and more.