Employer-Based Hot Technologies 15-1211.00 - Computer Systems Analysts Bright Outlook

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119 software skills shown

Percentage	Software Skill
In Demand 16	Structured query language SQL
In Demand 15	Microsoft Excel
In Demand 14	Microsoft Office software
In Demand 13	SAP software
In Demand 10	Microsoft PowerPoint
In Demand 6	ServiceNow
In Demand 6	Atlassian JIRA
In Demand 6	Python
In Demand 5	Microsoft SharePoint
In Demand 5	Microsoft Power BI
4	Microsoft Outlook
4	Microsoft Azure software
4	Amazon Web Services AWS software
4	Microsoft Visio
3	Microsoft Access
3	Linux
3	Tableau
2	Oracle Java
2	Atlassian Confluence
2	JavaScript
2	SAP ERP
2	Microsoft PowerShell
2	Microsoft Word
2	Salesforce software
2	Microsoft SQL Server
2	Extensible markup language XML
1	Microsoft Teams
1	Hypertext markup language HTML
1	Microsoft Windows Server
1	UNIX
1	C#
1	Microsoft Project
1	Git
1	Cascading style sheets CSS
1	R
1	Microsoft SQL Server Reporting Services SSRS
1	JavaScript Object Notation JSON
1	Microsoft Windows
Under 1%	Epic Systems
Under 1%	Splunk Enterprise
Under 1%	Oracle PL/SQL
Under 1%	SAS
Under 1%	GitHub
Under 1%	C++
Under 1%	Oracle PeopleSoft
Under 1%	Apple macOS
Under 1%	Oracle SQL Developer
Under 1%	Bash
Under 1%	C
Under 1%	Microsoft Visual Studio
Under 1%	Oracle Cloud software
Under 1%	Oracle Database
Under 1%	Microsoft SQL Server Integration Services SSIS
Under 1%	Microsoft Visual Basic
Under 1%	Ansible software
Under 1%	IBM DB2
Under 1%	PostgreSQL
Under 1%	The MathWorks MATLAB
Under 1%	Google Angular
Under 1%	MySQL
Under 1%	Perl
Under 1%	Docker
Under 1%	Apache Maven
Under 1%	Shell script
Under 1%	ESRI ArcGIS software
Under 1%	Red Hat Enterprise Linux
Under 1%	Amazon Elastic Compute Cloud EC2
Under 1%	Microsoft Visual Basic for Applications VBA
Under 1%	React
Under 1%	Transact-SQL
Under 1%	jQuery
Under 1%	Microsoft .NET Framework
Under 1%	Microsoft ASP.NET
Under 1%	Oracle Java 2 Platform Enterprise Edition J2EE
Under 1%	Apache Kafka
Under 1%	NoSQL
Under 1%	Microsoft Team Foundation Server
Under 1%	MongoDB
Under 1%	Apache Hadoop
Under 1%	PHP
Under 1%	Node.js
Under 1%	Eclipse IDE
Under 1%	MEDITECH software
Under 1%	Spring Framework
Under 1%	Apache Subversion SVN
Under 1%	Oracle Primavera Enterprise Project Portfolio Management
Under 1%	Amazon Redshift
Under 1%	Slack
Under 1%	Microsoft Active Server Pages ASP
Under 1%	Apache Tomcat
Under 1%	Selenium
Under 1%	Spring Boot
Under 1%	Puppet
Under 1%	Cisco Webex
Under 1%	UNIX Shell
Under 1%	Teradata Database
Under 1%	Go
Under 1%	Apache Spark
Under 1%	Red Hat OpenShift
Under 1%	Ruby
Under 1%	IBM SPSS Statistics
Under 1%	Chef
Under 1%	Adobe Acrobat
Under 1%	Apache Hive
Under 1%	Google Analytics
Under 1%	Scala
Under 1%	AJAX
Under 1%	Hibernate ORM
Under 1%	Amazon Web Services AWS CloudFormation
Under 1%	JUnit
Under 1%	Elasticsearch
Under 1%	Swift
Under 1%	Adobe Illustrator
Under 1%	Adobe Photoshop
Not available	Amazon DynamoDB
Not available	Apache Cassandra
Not available	Django
Not available	Google Docs
Not available	Marketo Marketing Automation

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.