Associate Director, Forecasting Analytics
Carrier Innovation Technologies GmbH, Luzern, Switzerland
CHF 140K-280K Mid-level Full Time
Tasks
- Build MLops pipelines
- Collaborate with SIOP leaders and supply chain teams
- Convert models into AI products
- Define AI product roadmaps with product managers
- Define AI roadmap for forecasting
- Design and deploy probabilistic forecasting models
- Design and deploy time series models
- Develop GenAI copilots
- Develop causal machine learning models
- Develop forecasting APIs
- Identify forecasting use cases
- Lead data science team
- Optimize models with performance feedback loops
- Quantify model value
- Run A/B testing
- Run backtesting
- Run scenario simulations
- Standardize AI solutions across markets
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Amazon Web Services | Artificial Intelligence | B testing | Backtesting | Capital optimization | Causal Machine Learning | Cloud Computing | Cloud platform | Demand Planning | Demand sensing | GenAI | Google Cloud | Google Cloud Platform | Inventory Reduction | Inventory optimization | MLOps | Machine Learning | Microsoft Azure | Pricing elasticity | Probabilistic Forecasting | Scenario Simulation | Series forecasting | Software productization | Supply Chain | Supply Chain Analytics | Time Series | Time Series Forecasting | Web Services | Working Capital | Working capital optimization
Education
N/A
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