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

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

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.