UN Women, Data Scientist - Gender Data Lab (mis(e) à la disposition de l'ANSD), Dakar, Senegal.

Tasks

• Assess functional and technical requirements for Gender Data Lab
• Build data preparation transformation and exploitation pipelines
• Build intelligent search and data driven response generation
• Create and maintain chatbot knowledge base
• Define AI use cases
• Design analytical indicators summary tables and decision support methods
• Develop automated analysis synthesis and interpretation models
• Document models datasets processing methods and validation procedures
• Evaluate model performance and improve continuously
• Implement AI components including intelligent user chatbot
• Integrate AI features with web and database components
• Support pilot and user capacity building

Perks/Benefits

• N/A

Skills/Tech-stack

AWS | Algorithmic Bias Reduction | Algorithmic bias | Apache Spark | Azure | Bias reduction | DVC | Dask | Data Governance | Data Privacy | Deep learning | DevOps | Docker | ELT | ETL | FastAPI | GCP | Generative AI | Git | GraphQL | Kafka | Kubernetes | Language Models | Large Language Models | MLOps | MLflow | Machine Learning | Matplotlib | NLP | NoSQL | NumPy | Pandas | Plotly | Predictive Modeling | Python | REST API | Relational databases | Retrieval-Augmented Generation | SQL | Scikit-learn | Semantic Search | Statistical Analysis | Streamlit | Vector Database