Senior Data Scientist - Search (all genders)
Core
Developing innovative machine learning algorithms to personalize the shopping experience and optimize retrieval and re-ranking systems in e-commerce.
Role type
Senior Data Scientist (Search & Recommendation)
Builds
Personalized shopping experiences, retrieval and re-ranking systems for an e-commerce platform
Domain
E-commerce / Retail / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning principles, Data Pipelines, Big Data processing, Cloud platforms (GCP/AWS), Statistical methods, DevOps/CI-CD
Preferred skills
Generative AI, Recommendation systems, Time-series/Graph Neural Networks, Computer Vision, MLOps frameworks, Docker
Technologies
Python, pandas, NumPy, Dask, Apache Arrow, Polars, GCP Vertex AI, Amazon SageMaker, GitLab CI/CD, HashiCorp Terraform, LangChain, TensorFlow, PyTorch, MLflow, Kubeflow, BigQuery, Streamlit
Responsibilities
Develop and deploy ML solutions for personalization and search optimization, identify optimization potential in existing rule-based systems, design and operate data pipelines, evaluate models using statistical methods, collaborate with stakeholders to translate complex concepts
Seniority
Senior, hands-on IC
