Machine Learning Engineer - Demand Forecasting (TikTok Global E-commerce Supply Chain and Logistics)
San Jose, California, United States
USD 136K-205K (estimate) Senior-level Full Time
Tasks
- Build data pipelines for training and prediction
- Collect clean preprocess large scale datasets
- Communicate forecasting results to stakeholders
- Conduct exploratory data analysis
- Develop demand forecasting machine learning models
- Evaluate optimize time series forecasting models
- Integrate machine learning models into production systems
- Monitor model performance and detect anomalies
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Causal Inference | Data Analysis | Data Mining | Data Pipelines | Data Preprocessing | Data Quality | Exploratory Data Analysis | Feature Engineering | Inventory optimization | Machine Learning | Model Monitoring | Operations Research | Series forecasting | Supply Chain | Supply chain optimization | Time Series | Time Series Forecasting
Education
N/A
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