Machine Learning Engineer Intern (Global E-Commerce, User Growth) - 2027 Start (PhD)
Tasks
- Apply large language models for marketing
- Apply reinforcement learning to marketing
- Build recommendation pipelines with real time vouchers
- Design allocation and pricing algorithms
- Develop uplift modeling
- Implement operations research optimization
- Model user demand elasticity
- Optimize budget allocation algorithms
- Produce AI agent systems
- Research causal inference for marketing uplift
Perks/Benefits
- N/A
Skills/Tech-stack
AI Agents | CTR CVR Estimation | CVR Estimation | Causal Inference | Click Through Rate | Click Through Rate Modeling | Conversion Rate | Conversion rate modeling | Deep learning | Dynamic Programming | Generative Recommendation | Integer Programming | Language Models | Large Language Models | Linear Programming | Machine Learning | Multi-Objective Optimization | Objective optimization | Operations Research | Optimization | Rate modeling | Real Time | Real-time Systems | Recommendation Systems | Reinforcement Learning | Search Algorithms | Time Systems | Uplift Modeling
Education
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