Senior Data Scientist - Search (all genders)
Core
Developing innovative machine learning algorithms to personalize the shopping experience and optimizing retrieval and re-ranking systems for e-commerce.
Role type
Senior IC machine-learning engineer (search & recommendation)
Builds
Personalized shopping experiences, retrieval and re-ranking systems for the AkzoNier (ABOUT YOU) e-commerce platform
Domain
E-commerce / Retail / Machine Learning
Deliverable
production ML models
Required skills
Python, SQL, Machine Learning principles, Model training and iteration, Data pipeline design, Big Data processing, Cloud platforms (GCP/AWS), Statistical methods, DevOps/CI-CD
Preferred skills
Generative AI and agent-based frameworks, Recommendation/Retrieval/Re-Ranking systems, Time-series and Graph Neural Networks, Computer Vision, MLOps frameworks, Docker, Infrastructure-as-Code
Technologies
Python, pandas, NumPy, Dask, Apache Arrow, Polars, GCP Vertex AI, Amazon SageMaker, GitLab CI/CD, HashiCorp Terraform, LangChain, ADK, CrewAI, Pydantic AI, TensorFlow, PyTorch, MLflow, Kubeflow, BigQuery, Streamlit, Voila, Gradio
Responsibilities
Develop and deploy ML solutions with full responsibility for performance, scalability, and stability; Identify optimization potential in existing rule-based retrieval systems; Design and operate data pipelines; Communicate complex ML concepts to technical and non-technical stakeholders.
Seniority
Senior, hands-on IC