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Senior Data Scientist
Data Scientist
Falabella India is seeking a Senior Data Scientist with strong hands-on experience in Machine Learning and Deep Neural Networks. The role requires expertise in recommendation systems, Python libraries, orchestration tools, MLOps, and GCP's Vertex AI suite.
About the role
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.
Skills
Machine LearningDeep Neural NetworksSQLBigQueryPostgresqlMongoDBTransformersVector IndexingBayesian StatisticsTime Series Deep Learningrandom forestGLMGAMXgboostClusteringCNNRNNGaNPythonNumpyPandasscikit learn