Data Analysis Job Market Trends

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Polars (Python)

175-350
Employers
+212%
Growth

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

Migration Specialist

175-350
Employers
+175%
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 Migration Specialist

100-200
Employers
+172%
Growth

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

Tableau Developer

200-400
Employers
+167%
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.

Data Lakehouse

500-1K
Employers
+136%
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

120-240
Employers
+133%
Growth

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

Mainframe Developer

250-500
Employers
+124%
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.

Data Integration Engineer

150-300
Employers
+117%
Growth

Responsible for designing, developing, and maintaining systems that consolidate data from multiple sources. Key to ensuring data consistency, accessibility, and interoperability across organizational platforms and applications.

PySpark

150-300
Employers
+109%
Growth

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