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

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132 software skills shown

Percentage	Software Skill
In Demand 31	Python
In Demand 31	Amazon Web Services AWS software
In Demand 26	Microsoft Azure software
In Demand 18	IBM Terraform
In Demand 17	Kubernetes
In Demand 14	Linux
In Demand 12	Docker
In Demand 12	Structured query language SQL
In Demand 11	Oracle Java
In Demand 10	Ansible software
In Demand 10	Microsoft PowerShell
In Demand 8	Bash
In Demand 7	Jenkins CI
In Demand 7	Atlassian JIRA
In Demand 7	GitHub
In Demand 7	C++
In Demand 7	Go
In Demand 6	Git
In Demand 6	JavaScript
In Demand 6	Amazon Web Services AWS CloudFormation
In Demand 5	Microsoft Active Directory
4	C
4	Microsoft Windows Server
4	Apache Kafka
4	GitLab
4	Amazon Elastic Compute Cloud EC2
3	Atlassian Confluence
3	Microsoft Office software
3	NoSQL
3	UNIX
3	Grafana Labs Grafana Cloud
3	Microsoft Excel
3	Splunk Enterprise
3	PostgreSQL
3	Prometheus
3	Node.js
3	C#
2	The MathWorks MATLAB
2	ServiceNow
2	Puppet
2	Microsoft PowerPoint
2	React
2	Apache Spark
2	SAP software
2	JavaScript Object Notation JSON
2	Microsoft SharePoint
2	MySQL
2	TypeScript
2	Red Hat Enterprise Linux
2	Shell script
2	Ruby
2	Red Hat OpenShift
1	Extensible markup language XML
1	MongoDB
1	Scala
1	Microsoft SQL Server
1	Perl
1	Oracle Cloud software
1	Microsoft Access
1	Hypertext markup language HTML
1	Amazon DynamoDB
1	Chef
1	Cascading style sheets CSS
1	Atlassian Bitbucket
1	Apache Hadoop
1	Google Angular
1	Microsoft Visio
1	Apache Airflow
1	Salesforce software
1	Microsoft Windows
1	Microsoft Teams
1	Amazon Redshift
1	R
1	Redis
1	Microsoft Power Platform software
1	Tableau
1	Spring Boot
1	Elasticsearch
Under 1%	Spring Framework
Under 1%	Apache Cassandra
Under 1%	GraphQL
Under 1%	Apple macOS
Under 1%	Apache Maven
Under 1%	Apache Hive
Under 1%	PHP
Under 1%	IBM WebSphere MQ
Under 1%	Swift
Under 1%	Border Gateway Protocol BGP
Under 1%	IBM DB2
Under 1%	Apache Subversion SVN
Under 1%	Apache Tomcat
Under 1%	UNIX Shell
Under 1%	Autodesk AutoCAD
Under 1%	Selenium
Under 1%	Teradata Database
Under 1%	Oracle Java 2 Platform Enterprise Edition J2EE
Under 1%	Microsoft Visual Studio
Under 1%	Oracle PL/SQL
Under 1%	SAS
Under 1%	Microsoft .NET Framework
Under 1%	Microsoft Project
Under 1%	Oracle Database
Under 1%	Microsoft SQL Server Integration Services SSIS
Under 1%	Dassault Systemes SolidWorks
Under 1%	Slack
Under 1%	Oracle PeopleSoft
Under 1%	Transact-SQL
Under 1%	Django
Under 1%	JUnit
Under 1%	Microsoft Visual Basic
Under 1%	jQuery
Under 1%	Hibernate ORM
Under 1%	ESRI ArcGIS software
Under 1%	Microsoft Visual Basic for Applications VBA
Under 1%	Microsoft SQL Server Reporting Services SSRS
Under 1%	Eclipse IDE
Under 1%	Microsoft ASP.NET
Under 1%	Microsoft Active Server Pages ASP
Under 1%	AJAX
Under 1%	Autodesk Revit
Under 1%	Cisco Webex
Under 1%	Epic Systems
Under 1%	MEDITECH software
Under 1%	Oracle Primavera Enterprise Project Portfolio Management
Under 1%	Adobe Acrobat
Under 1%	Google Analytics
Under 1%	Marketo Marketing Automation
Under 1%	Adobe Creative Cloud software
Not available	Adobe Photoshop
Not available	Bentley MicroStation
Not available	IBM SPSS Statistics
Not available	Trimble SketchUp Pro

Source: Lightcast external site job postings data for the US nationwide between January 1, 2025 and December 31, 2025. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.