Machine Learning Engineer, Global E-Commerce (ETA, Pricing & Conversion)
Tasks
- Build and deploy domain specific LLM pipelines
- Build and optimize ETA prediction systems
- Design shipping fee and free shipping strategies
- Develop AI agents for troubleshooting and issue resolution
- Develop causal inference models for pricing optimization
- Integrate fulfillment factors into search and recommendation ranking
- Optimize impression allocation and dynamic presentation
- Train LLMs using continual pre training supervised fine tuning reinforcement learning
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AI Feedback | Algorithms | Apache Spark | B testing | C++ | Causal Inference | Computational Advertising | Continual pre-training | Data Structures | Deep learning | Fine Tuning | Generative AI | Graph Neural Networks | Hive SQL | Human Feedback | Impression Allocation | Java | Language Models | Large Language Models | Learning from Human Feedback | Machine Learning | Neural Networks | Pre-training | PyTorch | Python | RecSys Ranking | Reinforcement Learning | Reinforcement Learning from AI Feedback | Reinforcement Learning from Human Feedback | Search and Recommendation | Sequence prediction | Spatio-temporal modeling | Supervised Fine Tuning | Temporal modeling | TensorFlow
Education
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