03 Oct
|
TE Connectivity
|
Bengaluru
03 Oct
TE Connectivity
Bengaluru
At TE, you will unleash your potential working with people from diverse backgrounds and industries to create a safer, sustainable and more connected world.
Job Overview
• Define the technical roadmap for Global Demand Management AI initiatives and SAP IBP capabilities.
• Architect end-to-end AI and SAP IBP solutions supporting demand forecasting, data integration, model deployment, and monitoring.
• Provide technical leadership across demand analytics, AI modeling, experimentation, and SAP IBP solution development.
• Establish standards for AI and SAP IBP governance, explainability, reproducibility, documentation, and sustainable adoption.
• Design and deploy machine learning models for demand forecasting, segmentation, anomaly detection, and predictive insights within SAP IBP.
• Apply feature engineering, model optimization, and MLOps practices to deliver scalable AI solutions supporting Global Demand Management and SAP IBP.
• Evaluate model performance and business impact to improve forecast accuracy, exception management, and demand-planning decisions.
• SAP IBP integration:
Connect AI solutions with SAP IBP data, workflows, analytics, and planning processes.
• Demand-specific use cases: Forecast explanations, exception prioritization, demand-driver analysis, scenario recommendations, and planner support.
• Human-in-the-loop controls: Position AI as decision support rather than fully autonomous decision-making.
• Time-series expertise: Retain transformers, RNNs/LSTMs, embeddings, and transfer learning only where relevant to forecasting and demand patterns.
• Responsible AI: Include explainability, validation, security, governance, and monitoring.
• Adoption and value: Measure improvement in forecast accuracy, planner productivity, exception resolution, and decision quality.
What Your Background Should Look Like
• Master’s in Computer Science, Data Science, Machine Learning, Statistics, or related field.
• 6+ years of experience in machine learning, deep learn
📌 Global Demand Expert (Bengaluru)
🏢 TE Connectivity
📍 Bengaluru