Data Engineering et Machine Learningdata analysismachine learning
Publié il y a 5 mois
Stage
⏱️4-6 mois
💼Hybride
📅Expiré il y a 4 mois
Mets un projet récent en avant.
Description du poste
Project Description:
Develop an intelligent system to suggest accurate mappings between client-specific schemas and a master mapping.
Minimize manual work while ensuring high data quality and client customization.
Responsibilities:
Build algorithms to identify and suggest accurate mappings between different data schemas.
Automate data flow orchestration for accurate mapping of client-specific schemas to the master schema.
Refine the system to enhance the accuracy and efficiency of data mappings over time.
Create an intuitive interface using Streamlit for users to view and interact with suggested mappings.
Technologies:
Python & Dagster: Utilized for data processing, building mapping algorithms, and automating workflows with libraries like pandas, numpy, and scikit-learn.
SQL: Used for managing and querying databases storing schema and mapping data.
Power BI & Streamlit: Employed for creating interactive dashboards and visualizations to display mapping results and system performance.