Job Summary
A company is looking for a Senior Data Scientist.
Key Responsibilities:
- Design, implement, and optimize search ranking models using Learning to Rank (LTR) approaches
- Develop and fine-tune vector search and retrieval algorithms to improve search accuracy and relevance
- Analyze large-scale search logs and user behavior data to identify improvement opportunities
Required Qualifications:
- Hands-on experience as a Data Scientist or Machine Learning Engineer in an e-commerce or search-centric domain
- Proven expertise in Learning to Rank, vector similarity models, and retrieval systems (e.g., BM25, ANN, Faiss, Elasticsearch, Pinecone)
- Strong programming skills in Python and libraries like Scikit-learn, TensorFlow, or PyTorch
- Experience working with large datasets and distributed computing (e.g., Spark, Hadoop)
- Solid understanding of NLP and information retrieval concepts
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