Machine Learning Engineer - Demand Forecasting (TikTok Global E-commerce Supply Chain and Logistics)
Seattle, Washington, United States
USD 136K-205K (estimate) Senior-level Full Time
Tasks
- Address forecast errors and bias
- Build scalable data pipelines
- Collect clean preprocess large scale datasets
- Communicate forecasting insights to stakeholders
- Develop machine learning demand forecasting models
- Evaluate optimize time series forecasting models
- Integrate machine learning models into production systems
- Monitor model performance and detect anomalies
- Perform exploratory data analysis
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Causal Inference | Data Analysis | Data Mining | Data Pipelines | Data Preprocessing | Demand forecasting | Exploratory Data Analysis | Feature Engineering | Machine Learning | Model Evaluation | Operations Research | Production Machine Learning | Series forecasting | Time Series | Time Series Forecasting
Education
N/A
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