Hot Technologies 15-1221.00 - Computer and Information Research Scientists Bright Outlook  

Save Table: XLSX CSV

Percentage	Technology Skill
38	Python
20	C++
19	R
12	Oracle Java
12	C
9	Structured query language SQL
8	The MathWorks MATLAB
7	Linux
6	Amazon Web Services AWS software
4	Microsoft Excel
4	Git
3	C#
3	Docker
3	Microsoft Office software
3	Apache Spark
3	Microsoft PowerPoint
3	Apache Hadoop
3	UNIX
3	JavaScript
2	GitHub
2	Perl
2	Microsoft Azure software
1	Scala
1	SAS
1	Bash
1	Apache Hive
1	Tableau
1	PostgreSQL
1	Shell script
Under 1%	NoSQL
Under 1%	Apache Kafka
Under 1%	MySQL
Under 1%	MongoDB
Under 1%	Node.js
Under 1%	Apache Subversion SVN
Under 1%	ESRI ArcGIS software
Under 1%	Extensible markup language XML
Under 1%	UNIX Shell
Under 1%	Ruby
Under 1%	IBM SPSS Statistics
Under 1%	Amazon Elastic Compute Cloud EC2
Under 1%	PHP
Under 1%	Amazon Redshift
Not available	Amazon DynamoDB
Not available	Apache Cassandra
Not available	Django
Not available	Eclipse IDE
Not available	Elasticsearch
Not available	Google Analytics
Not available	Microsoft Dynamics
Not available	Microsoft Project
Not available	Microsoft SQL Server
Not available	Microsoft Visual Basic
Not available	Microsoft Visual Basic for Applications VBA
Not available	Microsoft Visual Studio
Not available	Oracle Database
Not available	Oracle Java 2 Platform Enterprise Edition J2EE
Not available	Splunk Enterprise
Not available	Teradata Database
Not available	Transact-SQL

Source: Lightcast external site job postings data for the US nationwide between July 1, 2022 and June 30, 2023. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.