Hot Technologies 15-1299.08 - Computer Systems Engineers/Architects Bright Outlook  

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Percentage	Technology Skill
26	Python
25	Amazon Web Services AWS software
21	Microsoft Azure software
15	Linux
14	Kubernetes
13	IBM Terraform
12	Oracle Java
10	Structured query language SQL
9	Microsoft PowerShell
9	Ansible software
9	Docker
7	C++
7	Jenkins CI
6	Git
6	Atlassian JIRA
6	Microsoft Active Directory
6	Bash
5	JavaScript
5	Microsoft Office software
5	C
5	Go
4	Microsoft Windows Server
4	Amazon Web Services AWS CloudFormation
4	Microsoft Excel
4	UNIX
4	GitHub
4	Splunk Enterprise
3	The MathWorks MATLAB
3	Microsoft PowerPoint
3	C#
3	Atlassian Confluence
3	Puppet
3	Amazon Simple Storage Service S3
3	Amazon Elastic Compute Cloud EC2
3	Apache Kafka
3	GitLab
3	PostgreSQL
2	Node.js
2	Ruby
2	ServiceNow
2	Perl
2	NoSQL
2	MySQL
2	JavaScript Object Notation JSON
2	Apache Spark
2	Chef
2	React
2	Microsoft SharePoint
2	Shell script
2	Microsoft Windows
2	Microsoft Visio
2	Microsoft SQL Server
1	Red Hat OpenShift
1	R
1	Red Hat Enterprise Linux
1	SAP software
1	Extensible markup language XML
1	MongoDB
1	Atlassian Bitbucket
1	Apache Hadoop
1	Microsoft Access
1	Scala
1	Microsoft Teams
1	Elasticsearch
1	Hypertext markup language HTML
1	Amazon DynamoDB
1	Redis
1	Oracle Cloud software
1	Google Angular
1	Salesforce software
1	Cascading style sheets CSS
1	Spring Boot
1	Apache Maven
1	Apache Cassandra
1	Tableau
1	Spring Framework
Under 1%	Amazon Redshift
Under 1%	Apache Tomcat
Under 1%	Autodesk AutoCAD
Under 1%	Apple macOS
Under 1%	Oracle Java 2 Platform Enterprise Edition J2EE
Under 1%	PHP
Under 1%	Apache Subversion SVN
Under 1%	UNIX Shell
Under 1%	Oracle Database
Under 1%	IBM WebSphere MQ
Under 1%	Microsoft Project
Under 1%	Apache Hive
Under 1%	Oracle PL/SQL
Under 1%	GraphQL
Under 1%	IBM DB2
Under 1%	Atlassian Bamboo
Under 1%	Border Gateway Protocol BGP
Under 1%	Microsoft Visual Studio
Under 1%	Microsoft .NET Framework
Under 1%	Microsoft Visual Basic
Under 1%	Selenium
Under 1%	JUnit
Under 1%	jQuery
Under 1%	Dassault Systemes SolidWorks
Under 1%	Slack
Under 1%	Swift
Under 1%	Microsoft SQL Server Integration Services SSIS
Under 1%	Teradata Database
Under 1%	Eclipse IDE
Under 1%	SAS
Under 1%	Ruby on Rails
Under 1%	Transact-SQL
Under 1%	Microsoft SQL Server Reporting Services SSRS
Under 1%	Oracle PeopleSoft
Under 1%	Microsoft Visual Basic for Applications VBA
Under 1%	Cisco Webex
Under 1%	Django
Under 1%	Autodesk Revit
Under 1%	Microsoft ASP.NET
Under 1%	AJAX
Under 1%	ESRI ArcGIS software
Under 1%	Oracle JavaServer Pages JSP
Under 1%	Hibernate ORM
Under 1%	Microsoft Active Server Pages ASP
Under 1%	Microsoft Dynamics
Under 1%	Bentley MicroStation
Under 1%	Google Analytics
Under 1%	Epic Systems
Under 1%	Adobe Acrobat
Under 1%	Drupal
Under 1%	Marketo Marketing Automation
Under 1%	Oracle Primavera Enterprise Project Portfolio Management
Under 1%	Adobe Photoshop
Under 1%	Trimble SketchUp Pro
Not available	Adobe Creative Cloud software
Not available	IBM SPSS Statistics
Not available	MEDITECH software

Source: Lightcast external site job postings data for the US nationwide between July 1, 2023 and June 30, 2024. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.