vConstruct tech stack

vConstruct builds mostly with SQL, Python, JavaScript, Scala. Its stack also includes AWS, Azure, Snowflake, Matplotlib. SQL is named in 4 of the 6 job postings vConstruct published in the last 12 months (67%). Counted by Alion from the job postings of vConstruct, updated Oct 31, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 31, 2026
Technologies in use
27
Postings analysed
6
Open now
1
Modernity
74 /100

What programming languages does vConstruct use?

SQL is named in 67% of job postings at vConstruct, followed by Python (50%), JavaScript (33%), Scala (17%).

SQL 4 67% required in 100% · 1 open now · since Jul 2026
Python 3 50% required in 100% · 1 open now · since Jul 2026
JavaScript 2 33% required in 50% · since Jul 2026
Scala 1 17% required in 100% · 1 open now · since Oct 2026
C# 1 17% optional · since Jul 2026
Node JS 1 17% optional · since Jul 2026
PowerShell 1 17% optional · since Jul 2026

What frameworks and libraries does vConstruct use?

Matplotlib is named in 17% of job postings at vConstruct, followed by Playwright (17%), PyTorch (17%), Scikit-learn (17%).

Matplotlib 1 17% required in 100% · 1 open now · since Oct 2026
Playwright 1 17% required in 100% · since Jul 2026
PyTorch 1 17% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 17% required in 100% · 1 open now · since Oct 2026
TensorFlow 1 17% required in 100% · 1 open now · since Oct 2026
Cucumber 1 17% optional · since Jul 2026
JUnit 1 17% optional · since Jul 2026
Selenium 1 17% optional · since Jul 2026
Show all (9)
TestNG1

What databases does vConstruct use?

Snowflake is named in 17% of job postings at vConstruct.

Snowflake 1 17% optional · 1 open now · since Oct 2026

What cloud and platforms does vConstruct use?

AWS is named in 17% of job postings at vConstruct, followed by Azure (17%), Power BI (17%), Tableau (17%).

AWS 1 17% required in 100% · 1 open now · since Oct 2026
Azure 1 17% required in 100% · 1 open now · since Oct 2026
Power BI 1 17% required in 100% · 1 open now · since Oct 2026
Tableau 1 17% required in 100% · 1 open now · since Oct 2026

What developer tools does vConstruct use?

GraphQL is named in 33% of job postings at vConstruct, followed by Rest API (33%).

GraphQL 2 33% required in 100% · since Jul 2026
Rest API 2 33% required in 50% · since Jul 2026

Which engineering practices does vConstruct ask for?

Machine Learning is named in 83% of job postings at vConstruct, followed by CI/CD (17%), Computer Vision (17%), Self-Healing (17%).

Machine Learning 5 83% required in 80% · 1 open now · since Jul 2026
CI/CD 1 17% required in 100% · since Jul 2026
Computer Vision 1 17% required in 100% · 1 open now · since Oct 2026
Self-Healing 1 17% required in 100% · since Jul 2026

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How modern is the vConstruct stack?

Modern 74/100

vConstruct scores 74 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 vConstruct stack in its industry?

Share of the 1,653 companies in the same industries, whose stack Alion knows, that use each technology.

SQL43%
Python64%
JavaScript57%
AWS48%
Azure32%
C#11%
Cucumber1%
JUnit2%
Matplotlib1%
Node JS25%

Questions about the vConstruct tech stack

What programming languages does vConstruct use?

The languages named in vConstruct job postings are SQL (67%), Python (50%), JavaScript (33%), Scala (17%), C# (17%), as a share of the 6 postings of the last 12 months.

What cloud and platforms does vConstruct use?

The cloud and platforms named in vConstruct job postings are AWS (1), Azure (1), Power BI (1) (postings in brackets).

Is the vConstruct tech stack changing?

No new technology has appeared in vConstruct job postings in the last six months.

How modern is the vConstruct tech stack?

vConstruct scores 74 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 vConstruct tech stack?

Alion reads every job posting vConstruct publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 31, 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, "vConstruct tech stack: 27 technologies from 6 job postings", as of Oct 31, 2026. https://alion.io/company/vconstruct/technologies

Licence: CC BY-SA 4.0JSON