Machine Learning Engineer - Feed E-Commerce

Key Responsibilities

• Design, implement, and maintain end‑to‑end machine learning workflows for product feed ranking.
• Perform data mining and preprocessing to extract high‑quality features from large e‑commerce datasets.
• Develop, train, and evaluate classification and ranking models, iterating to improve relevance and conversion metrics.
• Collaborate with data engineers and product teams to integrate models into production systems and monitor performance.
• Research and apply state‑of‑the‑art algorithms to enhance personalization and recommendation accuracy.

Requirements

• Strong experience with Python and machine‑learning libraries (e.g., scikit‑learn, TensorFlow, PyTorch).
• Proven expertise in data mining, feature engineering, and building classification/ranking models.
• Solid understanding of ranking algorithms and evaluation metrics for e‑commerce applications.
• Ability to translate business goals into scalable ML solutions and troubleshoot production issues.
• Excellent problem‑solving skills and a collaborative mindset.