Hot Technologies 15-1211.00 - Computer Systems Analysts Bright Outlook  

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

Source: Lightcast external site job postings data for the US nationwide between July 1, 2023 and June 30, 2024. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.