Data Analysis Job Market Trends

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Data Lakehouse

250-500
Employers
+25%
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.

Customer Journey Analytics

100-200
Employers
+17%
Growth

Analyzes customer interactions and experiences across various touchpoints, providing insights to improve customer satisfaction and loyalty.

Informatics Analyst

100-200
Employers
+14%
Growth

Responsible for analyzing and interpreting complex data sets to support decision-making processes. Often works in healthcare or IT environments to enhance information systems.

Data labeling

120-240
Employers
+9%
Growth

The process of annotating data to train machine learning models, ensuring accurate and relevant model outputs.

GIS Specialist

120-240
Employers
+7%
Growth

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.

Data Entry Clerk

500-1K
Employers
+6%
Growth

Enters and updates data into computer systems or databases, ensuring accuracy and completeness of information.

ClickHouse

250-500
Employers
+6%
Growth

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

Dataproc

200-400
Employers
+4%
Growth

A managed service for processing large datasets, enabling efficient, fast analytics over vast data volumes. It simplifies running Apache Hadoop and Spark ecosystems in the cloud.

Data Entry

1.75K-3.5K
Employers
+2%
Growth

Enters and updates data into computer systems or databases, ensuring accuracy and completeness of information.