Data Modeling Job Market Trends

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Variable Data Programmer

4-8
Employers
+300%
Growth

A specialist who designs and implements systems to generate tailored documents with variable data from databases. Essential for personalized print and electronic media applications.

Pydantic

90-180
Employers
+88%
Growth

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

20-40
Employers
+38%
Growth

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

25-50
Employers
+35%
Growth

Involves labeling and tagging data, such as text, images, or audio, to train machine learning models and improve their accuracy.

Data Migration Specialist

40-80
Employers
+34%
Growth

Responsible for moving data between systems, ensuring accuracy and integrity during the process. Key to system upgrades and integrations within organizations.

Data Wrangler

6-12
Employers
+33%
Growth

Specialists who collect, clean, and prepare data for analysis, ensuring accuracy and consistency. Their work is integral to data-driven decision-making and analytics workflows.

Tableau BI Developer

6-12
Employers
+33%
Growth

A specialist in utilizing Tableau software for business intelligence applications, focusing on data visualization and reporting. Key responsibilities include creating interactive dashboards and optimizing data sources for actionable insights.

Data Integration Developer

25-50
Employers
+31%
Growth

Designs and implements solutions to integrate data from various sources, ensuring it is accessible and usable.

Tableau Developer

90-180
Employers
+28%
Growth

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.