Hot Technology

Apache Spark Save Table: XLSX CSV

Apache Spark is an open-source unified analytics engine for large-scale data processing. Spark provides an interface for programming entire clusters with implicit data parallelism and fault tolerance. Originally developed at the University of California, Berkeley's AMPLab, the Spark codebase was later donated to the Apache Software Foundation, which has maintained it since. Read more at Wikipedia

Occupations linked to this hot technology skill are listed below based on the percentage of their job postings that include the skill.

The skill is considered In Demand for the occupation if it is mentioned in 5% or more of the occupation’s employer job postings.

23 occupations shown

Show occupations:

In Demand All

Percentage	Job Zone	Code	Occupation
In Demand 13	4	15-1242.00	Database Administrators
In Demand 12	5	15-1221.00	Computer and Information Research Scientists Bright Outlook
In Demand 11	4	15-2051.00	Data Scientists Bright Outlook
In Demand 6	4	15-1243.00	Database Architects Bright Outlook
2	3	15-1299.08	Computer Systems Engineers/Architects Bright Outlook
2	4	15-1252.00	Software Developers Bright Outlook
1	4	15-2051.01	Business Intelligence Analysts Bright Outlook
1	3	15-1254.00	Web Developers Bright Outlook
Under 1%	4	15-1253.00	Software Quality Assurance Analysts and Testers Bright Outlook
Under 1%	4	15-1251.00	Computer Programmers
Under 1%	4	15-1241.00	Computer Network Architects Bright Outlook
Under 1%	4	15-1244.00	Network and Computer Systems Administrators
Under 1%	4	15-1255.00	Web and Digital Interface Designers Bright Outlook
Under 1%	4	15-1299.09	Information Technology Project Managers Bright Outlook
Under 1%	4	13-1111.00	Management Analysts Bright Outlook
Under 1%	3	15-1211.00	Computer Systems Analysts Bright Outlook
Not available	4	15-1243.01	Data Warehousing Specialists Bright Outlook
Not available	1-2	39-3011.00	Gambling Dealers
Not available	4	15-1212.00	Information Security Analysts Bright Outlook
Not available	4	33-3021.06	Intelligence Analysts
Not available	3	31-1131.00	Nursing Assistants Bright Outlook
Not available	4	29-1141.00	Registered Nurses Bright Outlook
Not available	5	15-2041.00	Statisticians Bright Outlook

Number of results to display:

Top 20 All

Source: Lightcast external site job postings data for the US nationwide between July 1, 2024 and June 30, 2025. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.

This page uses material from the Wikipedia article Apache Spark external site, which is released under the Creative Commons Attribution-Share-Alike License 3.0 external site.