Medvirtual
Health Care · Healthcare Staffing

Medvirtual tech stack

Medvirtual builds mostly with JavaScript, Python, TypeScript, Node JS. Its stack also includes Windows, Power BI, PostgreSQL, React.js. Windows is named in 38 of the 41 job postings Medvirtual published in the last 12 months (93%). Counted by Alion from the job postings of Medvirtual, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
63
Postings analysed
41
Open now
41
Modernity
87 /100
New in 6 months
8

What programming languages does Medvirtual use?

JavaScript is named in 22% of job postings at Medvirtual, followed by Python (20%), TypeScript (17%), Node JS (7%).

JavaScript 9 22% required in 89% · 9 open now · since Oct 2026
Python 8 20% required in 100% · 8 open now · since Aug 2026
TypeScript 7 17% required in 86% · 7 open now · since Oct 2026
Node JS 3 7% required in 100% · 3 open now · since Nov 2026
SQL 3 7% required in 67% · 3 open now · since Nov 2026
PHP 2 5% optional · 2 open now · since Aug 2026
Java 1 2% required in 100% · 1 open now · since Aug 2026
C++ 1 2% optional · 1 open now · since Aug 2026

What frameworks and libraries does Medvirtual use?

React.js is named in 7% of job postings at Medvirtual, followed by Next.js (5%), Alembic (2%), CrewAI (2%).

React.js 3 7% required in 100% · 3 open now · since Oct 2026
Next.js 2 5% required in 100% · 2 open now · since Nov 2026
Alembic 1 2% required in 100% · 1 open now · since Nov 2026
CrewAI 1 2% required in 100% · 1 open now · since Aug 2026
LangChain 1 2% required in 100% · 1 open now · since Aug 2026
LangGraph 1 2% required in 100% · 1 open now · since Aug 2026
Vue.js 1 2% required in 100% · 1 open now · since Oct 2026

What databases does Medvirtual use?

PostgreSQL is named in 7% of job postings at Medvirtual.

PostgreSQL 3 7% required in 100% · 3 open now · since Nov 2026

What cloud and platforms does Medvirtual use?

Windows is named in 93% of job postings at Medvirtual, followed by Power BI (17%), Tableau (17%), Azure (10%).

Windows 38 93% required in 50% · 38 open now · since Sep 2025
Power BI 7 17% optional · 7 open now · since Jul 2026
Tableau 7 17% optional · 7 open now · since Jul 2026
Azure 4 10% required in 100% · 4 open now · since Aug 2026
OpenAI 4 10% required in 75% · 4 open now · since Aug 2026
AWS 3 7% required in 67% · 3 open now · since Oct 2026
Figma 3 7% required in 67% · 3 open now · since Oct 2026
GCP 2 5% required in 100% · 2 open now · since Nov 2026
Show all (12)
InVision2
Webflow2
Twilio2
Hugging Face1

What developer tools does Medvirtual use?

Rest API is named in 10% of job postings at Medvirtual, followed by Git (10%), Copilot (5%), Docker (5%).

Rest API 4 10% required in 100% · 4 open now · since Oct 2026
Git 4 10% required in 75% · 4 open now · since Oct 2026
Copilot 2 5% required in 100% · 2 open now · since Aug 2026
Docker 2 5% required in 100% · 2 open now · since Nov 2026
Sketch 2 5% required in 100% · 2 open now · since Oct 2026
WordPress 2 5% required in 100% · 2 open now · since Aug 2026
Adobe Photoshop 2 5% required in 50% · 2 open now · since Aug 2026
Babel 2 5% required in 50% · 2 open now · since Oct 2026
Show all (16)
Canva2
Webpack2
npm2
Adobe Premiere Pro1
AutoGPT1
Model Context Protocol1
FHIR1
HL71

What AI and ML technologies does Medvirtual use?

ChatGPT is named in 20% of job postings at Medvirtual, followed by Claude (7%), LLM (7%).

ChatGPT 8 20% required in 25% · 8 open now · since Jul 2026
Claude 3 7% required in 100% · 3 open now · since Aug 2026
LLM 3 7% required in 67% · 3 open now · since Aug 2026

Which engineering practices does Medvirtual ask for?

OCR is named in 17% of job postings at Medvirtual, followed by AI Agents (10%), Function Calling (10%), CI/CD (7%).

OCR 7 17% required in 14% · 7 open now · since Jul 2026
AI Agents 4 10% required in 75% · 4 open now · since Aug 2026
Function Calling 4 10% required in 50% · 4 open now · since Oct 2026
CI/CD 3 7% required in 100% · 3 open now · since Nov 2026
A/B Testing 2 5% required in 100% · 2 open now · since Oct 2026
Structured Outputs 2 5% required in 100% · 2 open now · since Nov 2026
RAG 2 5% required in 50% · 2 open now · since Aug 2026
Computer Vision 1 2% required in 100% · 1 open now · since Aug 2026
Show all (16)
Context Engineering1
LLM Guardrails1
Multi-Agent Systems1
NIST AI RMF1
Digital Twin1
Embeddings1
Semantic Search1
Voice Agents1

What does each Medvirtual team work with?

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

Marketing

7 postings
Windows4
WordPress2

AI/ML

4 postings
Python3
Azure2

Backend

3 postings
Python3
TypeScript3
JavaScript2
Node JS2
PostgreSQL2
Rest API2

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How is the Medvirtual 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
CI/CDNov 2026
Node JSNov 2026
PostgreSQLNov 2026
SQLNov 2026
DockerNov 2026
GCPNov 2026
Next.jsNov 2026
Structured OutputsNov 2026

How modern is the Medvirtual stack?

Cutting-edge AI adopter 87/100

Medvirtual scores 87 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: 3; legacy ones: 0.

How common is the Medvirtual stack in its industry?

Share of the 779 companies in the same industries, whose stack Alion knows, that use each technology.

Windows18%
JavaScript21%
ChatGPT7%
Python29%
Power BI18%
Tableau10%
TypeScript15%
Azure20%
OpenAI5%
AWS21%

Questions about the Medvirtual tech stack

What programming languages does Medvirtual use?

The languages named in Medvirtual job postings are JavaScript (22%), Python (20%), TypeScript (17%), Node JS (7%), SQL (7%), as a share of the 41 postings of the last 12 months.

Does Medvirtual use React.js?

Yes. React.js is named in 3 of 41 job postings (7%) and required in 3 of them.

What cloud and platforms does Medvirtual use?

The cloud and platforms named in Medvirtual job postings are Windows (38), Power BI (7), Tableau (7) (postings in brackets).

What skills do you need for a Marketing job at Medvirtual?

Marketing postings at Medvirtual most often require Windows (4), WordPress (2), out of 7 postings in the last 12 months.

Is the Medvirtual tech stack changing?

Yes. CI/CD, Node JS, PostgreSQL, SQL first appeared in Medvirtual job postings in the last six months.

How modern is the Medvirtual tech stack?

Medvirtual scores 87 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: 3; legacy ones: 0.

How does Alion know the Medvirtual tech stack?

Alion reads every job posting Medvirtual publishes and tags the technologies each one names. The figures on this page count the 41 postings of the last 12 months and were updated on Nov 11, 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, "Medvirtual tech stack: 63 technologies from 41 job postings", as of Nov 11, 2026. https://alion.io/company/medvirtual-2/technologies

Licence: CC BY-SA 4.0JSON