Project Overview:
The goal of the eCommerce platform modernization project is to upgrade the current infrastructure, serving millions of customers each week.
Key Responsibilities:
* Design and develop search solutions using Lucene/Solr and embeddings.
* Apply machine learning techniques to improve search relevance and ranking.
* Develop scalable data pipelines and APIs for indexing, retrieval, and model inference.
* Integrate ML models into production systems.
* Evaluate and monitor search performance metrics.
* Collaborate with software engineers to implement business needs.
Mandatory Skills:
* 5+ years of experience in Data Science or Machine Learning Engineering, with a focus on Information Retrieval.
* Strong programming skills in Java and Python.
* Deep knowledge of Lucene, Apache Solr, or Elasticsearch.
* Experience with Vector Databases and Semantic Search techniques.
* Strong understanding of NLP techniques.