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

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Percentage	Technology Skill
19	Python
18	Amazon Web Services AWS software
17	Microsoft Azure software
14	Linux
11	Oracle Java
10	Structured query language SQL
7	Kubernetes
7	C++
7	Microsoft PowerShell
7	Microsoft Active Directory
6	Ansible software
6	JavaScript
6	Docker
6	Atlassian JIRA
5	Microsoft Office software
5	IBM Terraform
5	C
5	Git
5	Microsoft Windows Server
5	Jenkins CI
5	UNIX
4	Microsoft Excel
4	C#
4	Bash
3	The MathWorks MATLAB
3	Microsoft PowerPoint
2	ServiceNow
2	Perl
2	Puppet
2	SAP software
2	Atlassian Confluence
2	Node.js
2	Splunk Enterprise
2	Microsoft SharePoint
2	GitHub
2	Microsoft SQL Server
2	Microsoft Visio
2	React
2	Apache Kafka
2	NoSQL
2	Go
2	JavaScript Object Notation JSON
2	Google Angular
2	Chef
2	Extensible markup language XML
2	Salesforce software
2	MySQL
2	Hypertext markup language HTML
2	PostgreSQL
2	Ruby
2	Cascading style sheets CSS
2	Microsoft Windows
2	Amazon Web Services AWS CloudFormation
2	R
1	GitLab
1	Amazon Simple Storage Service S3
1	Microsoft Teams
1	MongoDB
1	Amazon Elastic Compute Cloud EC2
1	Shell script
1	Microsoft Access
1	Tableau
1	Apache Spark
1	Red Hat OpenShift
1	Apache Hadoop
1	Oracle Java 2 Platform Enterprise Edition J2EE
1	Atlassian Bitbucket
1	Spring Framework
1	Spring Boot
1	Microsoft .NET Framework
1	Apache Tomcat
1	Selenium
1	Apache Maven
1	PHP
Under 1%	Microsoft Visual Studio
Under 1%	Amazon DynamoDB
Under 1%	Apache Cassandra
Under 1%	IBM DB2
Under 1%	Autodesk AutoCAD
Under 1%	Redis
Under 1%	Apple macOS
Under 1%	Apache Subversion SVN
Under 1%	UNIX Shell
Under 1%	Elasticsearch
Under 1%	jQuery
Under 1%	Oracle PL/SQL
Under 1%	Scala
Under 1%	Microsoft Project
Under 1%	Microsoft Visual Basic
Under 1%	Amazon Redshift
Under 1%	SAS
Under 1%	JUnit
Under 1%	Microsoft SQL Server Integration Services SSIS
Under 1%	Microsoft SQL Server Reporting Services SSRS
Under 1%	Atlassian Bamboo
Under 1%	Eclipse IDE
Under 1%	Microsoft ASP.NET
Under 1%	Dassault Systemes SolidWorks
Under 1%	Transact-SQL
Under 1%	Oracle Database
Under 1%	Apache Hive
Under 1%	Oracle JavaServer Pages JSP
Under 1%	Hibernate ORM
Under 1%	Slack
Under 1%	Teradata Database
Under 1%	AJAX
Under 1%	Swift
Under 1%	Microsoft Visual Basic for Applications VBA
Under 1%	ESRI ArcGIS software
Under 1%	Autodesk Revit
Under 1%	Epic Systems
Under 1%	Cisco Webex
Under 1%	Django
Under 1%	Microsoft Dynamics
Under 1%	Oracle PeopleSoft
Under 1%	Ruby on Rails
Under 1%	Objective C
Under 1%	Microsoft Active Server Pages ASP
Under 1%	Marketo Marketing Automation
Under 1%	Drupal
Under 1%	Bentley MicroStation
Under 1%	Adobe Photoshop
Under 1%	Google Analytics
Under 1%	Oracle Primavera Enterprise Project Portfolio Management
Under 1%	Trimble SketchUp Pro
Under 1%	Adobe Creative Cloud software
Under 1%	Adobe Acrobat
Under 1%	IBM SPSS Statistics

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.