Data Modeling Job Market Trends
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Pydantic
A data validation library for Python popular for its ease of use and efficiency. It ensures data remains consistent and correct when utilized in applications.
Oracle Database Developer
A specialist in designing and managing Oracle databases to ensure optimal performance and data integrity. Implements and maintains database solutions for enterprise applications.
Data Annotation
Involves labeling and tagging data, such as text, images, or audio, to train machine learning models and improve their accuracy.
Data Migration Specialist
Responsible for moving data between systems, ensuring accuracy and integrity during the process. Key to system upgrades and integrations within organizations.
Data Integration Developer
Designs and implements solutions to integrate data from various sources, ensuring it is accessible and usable.
Tableau Developer
An expert in creating data visualizations using Tableau software to help organizations understand complex data. Primarily focuses on dashboard development, data analysis, and data reporting.
AWS Data Engineer
Specializes in designing and managing data architectures and pipelines on Amazon Web Services' cloud platform. Focuses on efficient data handling, storage, and retrieval solutions for large-scale applications.
Data Modeler
Designs and creates data models to represent complex data structures, ensuring they meet business requirements and support data analysis.
GIS Specialist
A professional responsible for creating, analyzing, and managing geospatial data using Geographic Information Systems. They play a crucial role in urban planning, environmental management, and other fields that require geographic data.