Hot Technologies 15-1211.00 - Computer Systems Analysts Bright Outlook  

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

Source: Lightcast external site job postings data for the US nationwide between July 1, 2022 and June 30, 2023. “Percentage” represents the ratio of unique postings which mention the skill to all unique postings linked to the O*NET-SOC occupation.