VTG tech stack
VTG builds mostly with Python, Java, SQL, MATLAB. Its stack also includes AWS, Kubernetes, Oracle, Amazon Redshift. Python is named in 5 of the 9 job postings VTG published in the last 12 months (56%). Counted by Alion from the job postings of VTG, updated Oct 6, 2026.
What programming languages does VTG use?
Python is named in 56% of job postings at VTG, followed by Java (33%), SQL (33%), MATLAB (11%).
What frameworks and libraries does VTG use?
Hadoop is named in 11% of job postings at VTG, followed by JUnit (11%), Keras (11%), Mockito (11%).
Hadoop
1 11%
JUnit
1 11%
Keras
1 11%
Mockito
1 11%
NumPy
1 11%
Scikit-learn
1 11%
Seaborn
1 11%
Spring Boot
1 11%
Show all (12)
What databases does VTG use?
Oracle is named in 22% of job postings at VTG, followed by Amazon Redshift (11%), BigQuery (11%), ElasticSearch (11%).
Oracle
2 22%
Amazon Redshift
1 11%
BigQuery
1 11%
ElasticSearch
1 11%
Google BigQuery
1 11%
HBase
1 11%
MySQL
1 11%
PostgreSQL
1 11%
Show all (9)
What cloud and platforms does VTG use?
AWS is named in 56% of job postings at VTG, followed by Kubernetes (44%), Linux (44%), Amazon S3 (33%).
AWS
5 56%
Kubernetes
4 44%
Amazon EC2
2 22%
Azure
2 22%
GCP
2 22%
GitLab
2 22%
Show all (19)
What developer tools does VTG use?
Jenkins is named in 33% of job postings at VTG, followed by Git (22%), Ansible (11%), Apache Tomcat (11%).
Jenkins
3 33%
Git
2 22%
Ansible
1 11%
Apache Tomcat
1 11%
Chef
1 11%
CloudFormation
1 11%
Docker
1 11%
Show all (12)
Which engineering practices does VTG ask for?
CI/CD is named in 44% of job postings at VTG, followed by ETL/ELT (22%), Machine Learning (11%).
What does each VTG team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Data Science
3 postingsDevOps
3 postingsHow does your stack fit VTG?
How modern is the VTG stack?
VTG scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.
How common is the VTG stack in its industry?
Share of the 1,407 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like VTG
Bespoke Technologies
49 shared technologies
Charter Communications
44 shared technologies
Momentum Engineering
49 shared technologies
Early Warning Services
46 shared technologies
Freedom Consulting Group
50 shared technologies
Apply Tracker
46 shared technologies
Goldman Sachs
49 shared technologies
Entarian
47 shared technologies
Questions about the VTG tech stack
What programming languages does VTG use?
The languages named in VTG job postings are Python (56%), Java (33%), SQL (33%), MATLAB (11%), Scala (11%), as a share of the 9 postings of the last 12 months.
Does VTG use AWS?
Yes. AWS is named in 5 of 9 job postings (56%) and required in 5 of them.
What cloud and platforms does VTG use?
The cloud and platforms named in VTG job postings are AWS (5), Kubernetes (4), Linux (4) (postings in brackets).
What skills do you need for a Data Science job at VTG?
Data Science postings at VTG most often require AWS (2), Azure (2), GCP (2), Java (2), out of 3 postings in the last 12 months.
Is the VTG tech stack changing?
No new technology has appeared in VTG job postings in the last six months.
How modern is the VTG tech stack?
VTG scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.
How does Alion know the VTG tech stack?
Alion reads every job posting VTG publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 6, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "VTG tech stack: 61 technologies from 9 job postings", as of Oct 6, 2026. https://alion.io/company/vtg-com/technologies