Job Description
Requirements - Strong hands-on experience in Machine Learning and Deep Neural Networks, SQL (bigquery, PostgreSQL, mongodb, etc. ). - Good understanding of Transformers, Vector Indexing and databases, Bayesian Statistics, Time Series Deep Learning, Random Forest, GLM/GAM, XGBoost, Clustering, - CNN, RNN, and GAN. - Should know Python, NumPy, Pandas, scikit-learn, TensorFlow, Keras, NLTK, Seaborn, and Matplotlib. - Orchestration tools like airflow, kubeflow or others. - Containerization and MLOps. - Experience using vector databases (milvus, qdrant, etc. ). - Experience on GCP. Vertex AI suite (Workbench, model registry, experiment tracking, and online predictions). - Experience in recommendation systems is a must. - Hands-on with rec algorithms: collaborative filtering, two-tower models, learning-to-rank - E-commerce or retail background (marketplace platforms a strong plus). Soft Skills Required - Excellent communication skills. - Team player and ability to work with different multicultural teams. - Proactive attitude on identifying problems and providing solutions. - Creative and innovative thinking. This job was posted by Thoshima Kaveramma from Falabella.
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