Hot Technologies 15-1221.00 - Computer and Information Research Scientists Bright Outlook  

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Percentage	Technology Skill
65	Python
34	Amazon Web Services AWS software
27	PyTorch
25	TensorFlow
22	Microsoft Azure software
19	Structured query language SQL
18	Kubernetes
16	C++
16	Oracle Java
15	Docker
12	Apache Spark
11	R
10	Linux
10	IBM Terraform
9	Go
8	Git
6	GitHub
6	Ansible software
6	Jenkins CI
6	C
6	Apache Hadoop
6	JavaScript
5	Splunk Enterprise
5	Bash
5	Scala
5	NoSQL
4	Apache Kafka
3	Tableau
3	PostgreSQL
3	UNIX
3	Apache Airflow
3	C#
3	GitLab
3	Microsoft Power BI
2	Node.js
2	Amazon Web Services AWS CloudFormation
2	Amazon Elastic Compute Cloud EC2
2	Puppet
2	MongoDB
2	MySQL
2	Apache Hive
2	The MathWorks MATLAB
2	Perl
1	Elasticsearch
1	Ruby
1	Chef
1	Shell script
1	Redis
1	Amazon Redshift
1	Apache Cassandra
1	SAS
1	Amazon DynamoDB
Under 1%	Microsoft Excel
Under 1%	Microsoft SQL Server
Under 1%	Django
Under 1%	Teradata Database
Under 1%	Apache Subversion SVN
Under 1%	Microsoft PowerPoint
Under 1%	PHP
Under 1%	UNIX Shell
Under 1%	Extensible markup language XML
Under 1%	Oracle Java 2 Platform Enterprise Edition J2EE
Under 1%	Microsoft Office software
Under 1%	Microsoft Visual Studio
Under 1%	Oracle Database
Under 1%	Microsoft Visual Basic for Applications VBA
Under 1%	ESRI ArcGIS software
Under 1%	Eclipse IDE
Under 1%	Microsoft Project
Under 1%	IBM SPSS Statistics
Under 1%	Transact-SQL
Not available	Google Analytics
Not available	Microsoft Visual Basic

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.