Data Analysis Job Market Trends

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Polars (Python)

200-400
Employers
+370%
Growth

A fast DataFrame library for Python, designed for efficient data manipulation and analysis.

AI Data Platform

100-200
Employers
+356%
Growth

A platform that provides tools and infrastructure for managing and analyzing data for artificial intelligence applications.

Migration Specialist

200-400
Employers
+272%
Growth

A professional responsible for managing the relocation of data, systems, or applications from one environment to another. Ensures the process is seamless, efficient, and minimizes downtime or data loss.

Data Lakehouse

700-1.4K
Employers
+253%
Growth

A data architecture combining features of data lakes and data warehouses to support both analytical and transactional workloads. Allows for efficient multi-modal data processing and storage with unified governance.

Forward Deployed Software Engineer

175-350
Employers
+247%
Growth

Works closely with clients to develop and implement software solutions, often on-site, ensuring they meet specific needs and requirements.

Data Migration Specialist

100-200
Employers
+228%
Growth

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

Mainframe Developer

300-600
Employers
+209%
Growth

A specialist in developing and maintaining applications on mainframe computers, ensuring the efficient operation of critical systems. Essential for legacy systems in industries like finance and healthcare.

PySpark

200-400
Employers
+193%
Growth

A Python API for Apache Spark, enabling large-scale data processing and analytics using Python.

ClickHouse

700-1.4K
Employers
+192%
Growth

An open-source columnar database management system designed for online analytical processing (OLAP) and real-time analytics.