Virtualitics tech stack

Virtualitics builds mostly with Python, TypeScript, JavaScript, SQL. Its stack also includes Kubernetes, Playwright, Amazon S3, PostgreSQL. Python is named in 8 of the 16 job postings Virtualitics published in the last 12 months (50%). Counted by Alion from the job postings of Virtualitics, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
57
Postings analysed
16
Open now
16
Modernity
80 /100
New in 6 months
8

What programming languages does Virtualitics use?

Python is named in 50% of job postings at Virtualitics, followed by TypeScript (13%), JavaScript (13%), SQL (6%).

Python 8 50% required in 100% · 8 open now · since Apr 2026
TypeScript 2 13% required in 100% · 2 open now · since Aug 2026
JavaScript 2 13% optional · 2 open now · since Aug 2026
SQL 1 6% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Virtualitics use?

Playwright is named in 25% of job postings at Virtualitics, followed by Material UI (13%), Redux (13%), React.js (13%).

Playwright 4 25% required in 100% · 4 open now · since Sep 2026
Material UI 2 13% required in 100% · 2 open now · since Aug 2026
Redux 2 13% required in 100% · 2 open now · since Aug 2026
React.js 2 13% required in 50% · 2 open now · since Aug 2026
Cypress 1 6% required in 100% · 1 open now · since Sep 2026
FastAPI 1 6% required in 100% · 1 open now · since Aug 2026
Jest 1 6% required in 100% · 1 open now · since Sep 2026
Quart 1 6% required in 100% · 1 open now · since Aug 2026
Show all (14)
Vitest1
Zustand1
Apache ECharts1
Dagster1
Lit1
Plotly1

What databases does Virtualitics use?

PostgreSQL is named in 19% of job postings at Virtualitics, followed by MySQL (13%), Redis (6%), Amazon Redshift (6%).

PostgreSQL 3 19% required in 100% · 3 open now · since Aug 2026
MySQL 2 13% required in 100% · 2 open now · since Aug 2026
Redis 1 6% required in 100% · 1 open now · since Aug 2026
Amazon Redshift 1 6% optional · 1 open now · since Sep 2026

What cloud and platforms does Virtualitics use?

Kubernetes is named in 38% of job postings at Virtualitics, followed by Amazon S3 (19%), Linux (19%), Windows (19%).

Kubernetes 6 38% required in 83% · 6 open now · since Apr 2026
Amazon S3 3 19% required in 100% · 3 open now · since Aug 2026
Linux 3 19% required in 100% · 3 open now · since Sep 2026
Windows 3 19% required in 100% · 3 open now · since Sep 2026
AWS 3 19% required in 67% · 3 open now · since Aug 2026
Amazon CloudWatch 2 13% required in 100% · 2 open now · since Aug 2026
Figma 2 13% required in 100% · 2 open now · since Sep 2026
AWS Bedrock 1 6% required in 100% · 1 open now · since Aug 2026
Show all (16)
AWS Lambda1
Amazon EC21
Amazon EKS1
Spark1
Apache Kafka1
Databricks1
GitHub Actions1
GitLab1

What developer tools does Virtualitics use?

A2A is named in 19% of job postings at Virtualitics, followed by Model Context Protocol (19%), Terraform (19%), Docker (13%).

A2A 3 19% required in 100% · 3 open now · since Jul 2026
Model Context Protocol 3 19% required in 100% · 3 open now · since Jul 2026
Terraform 3 19% required in 67% · 3 open now · since Aug 2026
Docker 2 13% required in 50% · 2 open now · since Aug 2026
ESLint 1 6% required in 100% · 1 open now · since Sep 2026
Vite 1 6% required in 100% · 1 open now · since Sep 2026
pnpm 1 6% required in 100% · 1 open now · since Sep 2026
WebSockets 1 6% optional · 1 open now · since Sep 2026
Show all (9)
dbt1

What AI and ML technologies does Virtualitics use?

Claude is named in 13% of job postings at Virtualitics, followed by LLM (13%).

Claude 2 13% required in 100% · 2 open now · since Sep 2026
LLM 2 13% required in 50% · 2 open now · since Sep 2026

Which engineering practices does Virtualitics ask for?

AI Agents is named in 25% of job postings at Virtualitics, followed by Agentic Workflows (25%), Explainable AI (19%), Machine Learning (19%).

AI Agents 4 25% required in 100% · 4 open now · since Jul 2026
Agentic Workflows 4 25% required in 100% · 4 open now · since Jul 2026
Explainable AI 3 19% required in 100% · 3 open now · since Jun 2026
Machine Learning 3 19% required in 100% · 3 open now · since Jun 2026
IAM 2 13% required in 100% · 2 open now · since Aug 2026
CI/CD 1 6% required in 100% · 1 open now · since Aug 2026
DNS 1 6% required in 100% · 1 open now · since Aug 2026
Web Components 1 6% required in 100% · 1 open now · since Sep 2026

What does each Virtualitics team work with?

The technologies each team's postings require most often, with the number of postings that require them.

QA

3 postings
Linux3
Playwright3
Python3
Windows3

Solutions

3 postings
Kubernetes3
Python3

Product

3 postings
A2A3
Model Context Protocol3

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How is the Virtualitics stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
PlaywrightSep 2026
LinuxSep 2026
WindowsSep 2026
ClaudeSep 2026
FigmaSep 2026
LLMSep 2026
Amazon CloudWatchAug 2026
IAMAug 2026

How modern is the Virtualitics stack?

Cutting-edge AI adopter 80/100

Virtualitics scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Virtualitics stack in its industry?

Share of the 2,007 companies in the same industries, whose stack Alion knows, that use each technology.

Python60%
Kubernetes35%
Playwright8%
AWS46%
Amazon S312%
Linux23%
PostgreSQL30%
Windows15%
Amazon CloudWatch6%
Claude24%

Questions about the Virtualitics tech stack

What programming languages does Virtualitics use?

The languages named in Virtualitics job postings are Python (50%), TypeScript (13%), JavaScript (13%), SQL (6%), as a share of the 16 postings of the last 12 months.

Does Virtualitics use Playwright?

Yes. Playwright is named in 4 of 16 job postings (25%) and required in 4 of them.

What cloud and platforms does Virtualitics use?

The cloud and platforms named in Virtualitics job postings are Kubernetes (6), Amazon S3 (3), Linux (3) (postings in brackets).

What skills do you need for a QA job at Virtualitics?

QA postings at Virtualitics most often require Linux (3), Playwright (3), Python (3), Windows (3), out of 3 postings in the last 12 months.

Is the Virtualitics tech stack changing?

Yes. Playwright, Linux, Windows, Claude first appeared in Virtualitics job postings in the last six months.

How modern is the Virtualitics tech stack?

Virtualitics scores 80 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Virtualitics tech stack?

Alion reads every job posting Virtualitics publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Sep 27, 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, "Virtualitics tech stack: 57 technologies from 16 job postings", as of Sep 27, 2026. https://alion.io/company/virtualitics/technologies

Licence: CC BY-SA 4.0JSON