Vantora tech stack

Vantora builds mostly with Python, SQL, JavaScript. Its stack also includes GCP, Azure, Neo4j, PostgreSQL. Python is named in 6 of the 14 job postings Vantora published in the last 12 months (43%). Counted by Alion from the job postings of Vantora, updated Oct 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 11, 2026
Technologies in use
40
Postings analysed
14
Open now
14
Modernity
88 /100
New in 6 months
7

What programming languages does Vantora use?

Python is named in 43% of job postings at Vantora, followed by SQL (29%), JavaScript (7%).

Python 6 43% required in 100% · 6 open now · since Jun 2025
SQL 4 29% required in 100% · 4 open now · since Jun 2025
JavaScript 1 7% optional · 1 open now · since Jun 2025

What frameworks and libraries does Vantora use?

CrewAI is named in 7% of job postings at Vantora, followed by FastAPI (7%), LangChain (7%), Next.js (7%).

CrewAI 1 7% required in 100% · 1 open now · since May 2026
FastAPI 1 7% required in 100% · 1 open now · since Oct 2026
LangChain 1 7% required in 100% · 1 open now · since May 2026
Next.js 1 7% required in 100% · 1 open now · since Oct 2026
React.js 1 7% required in 100% · 1 open now · since Jun 2025

What databases does Vantora use?

Neo4j is named in 7% of job postings at Vantora, followed by PostgreSQL (7%), BigQuery (7%), Google BigQuery (7%).

Neo4j 1 7% required in 100% · 1 open now · since May 2026
PostgreSQL 1 7% required in 100% · 1 open now · since Feb 2026
BigQuery 1 7% optional · 1 open now · since Feb 2026
Google BigQuery 1 7% optional · 1 open now · since Feb 2026
Snowflake 1 7% optional · 1 open now · since Jul 2026

What cloud and platforms does Vantora use?

GCP is named in 29% of job postings at Vantora, followed by Azure (21%), Databricks (21%), AWS (21%).

GCP 4 29% required in 50% · 4 open now · since Feb 2026
Azure 3 21% required in 67% · 3 open now · since Jul 2026
Databricks 3 21% required in 67% · 3 open now · since May 2026
AWS 3 21% required in 33% · 3 open now · since Jun 2025
Figma 2 14% required in 100% · 2 open now · since Jun 2026
LangSmith 2 14% optional · 2 open now · since May 2026
Arize Phoenix 1 7% optional · 1 open now · since Oct 2026
Spark 1 7% optional · 1 open now · since May 2026

What developer tools does Vantora use?

Lighthouse is named in 7% of job postings at Vantora, followed by Microsoft Excel (7%), Model Context Protocol (7%), dbt (7%).

Lighthouse 1 7% required in 100% · 1 open now · since Aug 2026
Microsoft Excel 1 7% required in 100% · 1 open now · since Oct 2026
Model Context Protocol 1 7% required in 100% · 1 open now · since Aug 2026
dbt 1 7% optional · 1 open now · since Jul 2026

What AI and ML technologies does Vantora use?

LLM is named in 21% of job postings at Vantora, followed by Claude (14%), ChatGPT (7%).

LLM 3 21% required in 67% · 3 open now · since Jun 2025
Claude 2 14% required in 100% · 2 open now · since Apr 2026
ChatGPT 1 7% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Vantora ask for?

Machine Learning is named in 57% of job postings at Vantora, followed by AI Agents (36%), Agentic Workflows (29%), CI/CD (7%).

Machine Learning 8 57% required in 88% · 8 open now · since Jan 2026
AI Agents 5 36% required in 100% · 5 open now · since May 2026
Agentic Workflows 4 29% required in 75% · 4 open now · since May 2026
CI/CD 1 7% required in 100% · 1 open now · since Jan 2026
Digital Twin 1 7% required in 100% · 1 open now · since Sep 2026
Edge AI 1 7% required in 100% · 1 open now · since Aug 2026
Motion Planning 1 7% required in 100% · 1 open now · since Oct 2026
NLP 1 7% required in 100% · 1 open now · since May 2026
Show all (12)
RAG1
Teleoperation1
A/B Testing1
Reinforcement Learning1

What does each Vantora team work with?

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

Data Science

3 postings
Python3
SQL3

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How is the Vantora 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
AzureJul 2026
FigmaJun 2026
AI AgentsMay 2026
Agentic WorkflowsMay 2026
DatabricksMay 2026
LangSmithMay 2026
ClaudeApr 2026

How modern is the Vantora stack?

Cutting-edge AI adopter 88/100

Vantora scores 88 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 Vantora stack in its industry?

Share of the 1,272 companies in the same industries, whose stack Alion knows, that use each technology.

Python66%
GCP35%
SQL40%
AWS48%
Azure32%
Databricks9%
LLM47%
Claude27%
Figma22%
LangSmith3%

Questions about the Vantora tech stack

What programming languages does Vantora use?

The languages named in Vantora job postings are Python (43%), SQL (29%), JavaScript (7%), as a share of the 14 postings of the last 12 months.

Does Vantora use GCP?

Yes. GCP is named in 4 of 14 job postings (29%) and required in 2 of them.

What cloud and platforms does Vantora use?

The cloud and platforms named in Vantora job postings are GCP (4), Azure (3), Databricks (3) (postings in brackets).

What skills do you need for a Data Science job at Vantora?

Data Science postings at Vantora most often require Python (3), SQL (3), out of 3 postings in the last 12 months.

Is the Vantora tech stack changing?

Yes. Azure, Figma, AI Agents, Agentic Workflows first appeared in Vantora job postings in the last six months.

How modern is the Vantora tech stack?

Vantora scores 88 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 Vantora tech stack?

Alion reads every job posting Vantora publishes and tags the technologies each one names. The figures on this page count the 14 postings of the last 12 months and were updated on Oct 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, "Vantora tech stack: 40 technologies from 14 job postings", as of Oct 11, 2026. https://alion.io/company/vantora-2/technologies

Licence: CC BY-SA 4.0JSON