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

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

Source: Lightcast external site job postings data for the US nationwide between January 1, 2023 and December 31, 2023. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.