Machine Learning Engineer, Pricing - TikTok E-commerce Global Supply Chain and Logistics
Seattle, Washington, United States
USD 129K-194K (estimate) Mid-level Full Time
Tasks
- Apply causal inference for probability estimation
- Build logistics and warehousing optimization models
- Build simulation capabilities
- Create supply chain data portrait and knowledge graph
- Design commodity and freight pricing optimization strategies
- Estimate probability of decision variables
- Forecast commodity demand
- Improve estimation accuracy using machine learning
- Mine data to refine logistics operation mode optimization
- Model logistics costs benefits and price elasticity
- Optimize order allocation strategies
- Productize and implement algorithm models
- Recommend vendor stocking and production capacity
Perks/Benefits
- N/A
Skills/Tech-stack
Causal Inference | Data Mining | Forecasting | Graph Databases | Knowledge graphs | Machine Learning | Operations Research | Optimization Algorithms | Price elasticity | Python | Series analysis | Simulation | Statistical inference | Time Series | Time Series Analysis
Education
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