Hot Technologies 15-1211.00 - Computer Systems Analysts Bright Outlook  

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

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.