Doctrine tech stack

Doctrine builds mostly with SQL, Python, Node JS, JavaScript. Its stack also includes GitHub, React.js, Nest.JS, Metabase. GitHub is named in 11 of the 17 job postings Doctrine published in the last 12 months (65%). Counted by Alion from the job postings of Doctrine, updated Oct 3, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 3, 2026
Technologies in use
25
Postings analysed
17
Open now
15
Modernity
85 /100
New in 6 months
3

What programming languages does Doctrine use?

SQL is named in 35% of job postings at Doctrine, followed by Python (29%), Node JS (29%), JavaScript (29%).

SQL 6 35% required in 100% · 6 open now · since Oct 2025
Python 5 29% required in 100% · 3 open now · since Jan 2025
Node JS 5 29% required in 60% · 4 open now · since Oct 2025
JavaScript 5 29% required in 20% · 4 open now · since Oct 2025
TypeScript 4 24% required in 100% · 4 open now · since Oct 2025

What frameworks and libraries does Doctrine use?

React.js is named in 29% of job postings at Doctrine, followed by Nest.JS (24%), Next.js (24%), PyTorch (6%).

React.js 5 29% required in 60% · 4 open now · since Oct 2025
Nest.JS 4 24% required in 50% · 3 open now · since Oct 2025
Next.js 4 24% required in 50% · 3 open now · since Oct 2025
PyTorch 1 6% required in 100% · 1 open now · since Jul 2025

What databases does Doctrine use?

ElasticSearch is named in 12% of job postings at Doctrine, followed by PostgreSQL (6%), Snowflake (6%).

ElasticSearch 2 12% required in 100% · 1 open now · since Jan 2025
PostgreSQL 1 6% required in 100% · 1 open now · since Sep 2026
Snowflake 1 6% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Doctrine use?

GitHub is named in 65% of job postings at Doctrine, followed by Metabase (18%), AWS (12%), Postman (6%).

GitHub 11 65% required in 73% · 9 open now · since Jan 2025
Metabase 3 18% required in 67% · 3 open now · since Jul 2026
AWS 2 12% required in 100% · 2 open now · since Jul 2026
Postman 1 6% required in 100% · 1 open now · since Sep 2026

What developer tools does Doctrine use?

Aider is named in 29% of job postings at Doctrine, followed by Terraform (18%), CircleCI (6%), Copilot (6%).

Aider 5 29% required in 100% · 5 open now · since Oct 2025
Terraform 3 18% required in 100% · 3 open now · since Oct 2025
CircleCI 1 6% required in 100% · 1 open now · since Sep 2026
Copilot 1 6% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Doctrine use?

LLM is named in 29% of job postings at Doctrine.

LLM 5 29% required in 100% · 5 open now · since Jul 2025

Which engineering practices does Doctrine ask for?

Machine Learning is named in 35% of job postings at Doctrine, followed by NLP (29%), CI/CD (18%), OCR (12%).

Machine Learning 6 35% required in 100% · 4 open now · since Jan 2025
NLP 5 29% required in 60% · 3 open now · since Jan 2025
CI/CD 3 18% required in 67% · 3 open now · since Oct 2025
OCR 2 12% required in 100% · 2 open now · since Oct 2026

What does each Doctrine team work with?

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

Backend

6 postings
Aider4
TypeScript4
GitHub3
Node JS3
React.js3
LLM2

AI/ML

4 postings
Python4
ElasticSearch2
GitHub2

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How is the Doctrine 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
OCROct 2026
MetabaseJul 2026
AWSJul 2026

How modern is the Doctrine stack?

Cutting-edge AI adopter 85/100

Doctrine scores 85 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: 1; legacy ones: 0.

How common is the Doctrine stack in its industry?

Share of the 2,500 companies in the same industries, whose stack Alion knows, that use each technology.

GitHub16%
SQL40%
JavaScript35%
LLM25%
Node JS16%
Python41%
React.js22%
Nest.JS3%
Next.js7%
TypeScript25%

What sets Doctrine apart

Nest.JS3%
Metabase1%

Questions about the Doctrine tech stack

What programming languages does Doctrine use?

The languages named in Doctrine job postings are SQL (35%), Python (29%), Node JS (29%), JavaScript (29%), TypeScript (24%), as a share of the 17 postings of the last 12 months.

Does Doctrine use React.js?

Yes. React.js is named in 5 of 17 job postings (29%) and required in 3 of them.

What cloud and platforms does Doctrine use?

The cloud and platforms named in Doctrine job postings are GitHub (11), Metabase (3), AWS (2) (postings in brackets).

What skills do you need for a Backend job at Doctrine?

Backend postings at Doctrine most often require Aider (4), TypeScript (4), GitHub (3), Node JS (3), out of 6 postings in the last 12 months.

Is the Doctrine tech stack changing?

Yes. OCR, Metabase, AWS first appeared in Doctrine job postings in the last six months.

How modern is the Doctrine tech stack?

Doctrine scores 85 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: 1; legacy ones: 0.

How does Alion know the Doctrine tech stack?

Alion reads every job posting Doctrine publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 3, 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, "Doctrine tech stack: 25 technologies from 17 job postings", as of Oct 3, 2026. https://alion.io/company/doctrine-fr/technologies

Licence: CC BY-SA 4.0JSON