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Technologies
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Overview
Doctrine is a Paris legal technology company founded in 2016 that indexes French case law and legal information. Its search engine applies natural language processing to millions of decisions so lawyers can find precedents and track litigation. The platform is used by most large French law firms and corporate legal departments.
News
The Casino Doctrine: With No Declaration, The World Is Already At War
Strategic ambiguity is redefining global trade and enterprise planning. The days of concrete geopolitics are over.
Read more
Report
The DeepSeek Doctrine
What Liang Wenfeng's Four-Hour Investor Meeting Reveals About AGI, Open Source, and Restraint.
Read more
Report
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Technologies
Tech DNA
Python
Node JS
JavaScript
Nest.JS
Next.js
React.js
ElasticSearch
Snowflake
AWS
LLM
AI/ML
Python
SQL
GitHub
NLP
Aider
LLM
PyTorch
ElasticSearch
CI/CD
Snowflake
AWS
Terraform
Frontend
Node JS
JavaScript
TypeScript
Nest.JS
Next.js
React.js
Redux
SWR
Other
Mixpanel
Stack modernity
84/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
GitHub
7 jobs
Required
Python
5 jobs
Required
NLP
5 jobs
Required
JavaScript
3 jobs
Required
Node JS
3 jobs
Required
Nest.JS
3 jobs
Required
Next.js
3 jobs
Required
React.js
3 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
27%
SQL
25%
JavaScript
24%
CI/CD
23%
AWS
21%
TypeScript
19%
Share of companies in the same industry that use each technology.
Stack changes
GitHub
Aug 2026
Terraform
Aug 2026
SWR
Aug 2026
Redux
Aug 2026
TypeScript
Aug 2026
CI/CD
Aug 2026
React.js
Aug 2026
JavaScript
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
38/100
Slowing
Open positions
9
0 opened / 0 closed in 30 days
ATS activity
Every ~3 days
08/31/2026
Hiring Dynamics
0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
25% ▲
Product
25% ▼
Analytics
25% ▼
Management
25% ▼
Activity Timeline
Added Terraform to stack
Aug 2026
Added SWR to stack
Aug 2026
Added Redux to stack
Aug 2026
Added TypeScript to stack
Aug 2026
Added CI/CD to stack
Aug 2026
Added React.js to stack
Aug 2026
Added JavaScript to stack
Aug 2026
Added Node JS to stack
Aug 2026
Added Next.js to stack
Aug 2026
Added Nest.JS to stack
Aug 2026
Added ElasticSearch to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Jobs
Junior / Intermediate Machine Learning Engineer - Squad Distribute
Verified live · 11 hours ago 21 day ago≈ $42k – $123k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Python
NLP
DevOps
GitHub
Apply
≈ $53k – $94k per year (Estimated) • Remote/Hybrid • Full-Time • 3+ years exp • Paris
SQL
Snowflake
AI/ML
Aider
Marketing
Mixpanel
Apply
≈ $79k – $176k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Python
LLM
NLP
PyTorch
DevOps
AWS
GitHub
Apply
≈ $70k – $132k per year (Estimated) • Remote/Hybrid • Full-Time • 4+ years exp • Paris
Apply
Experienced/Senior Machine Learning Engineer - Squad Scribe
Verified live · 11 hours ago 5 months ago≈ $60k – $150k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Node JS
Python
JavaScript
Nest.JS
Databases
ElasticSearch
AI/ML
NLP
Frontend
Next.js
React.js
DevOps
GitHub
Apply
≈ $57k – $114k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Node JS
TypeScript
JavaScript
Nest.JS
Frontend
Next.js
React.js
DevOps
CI/CD
GitHub
Apply
≈ $52k – $99k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Node JS
SQL
TypeScript
JavaScript
Nest.JS
AI/ML
Aider
Frontend
Next.js
React.js
Redux
SWR
DevOps
CI/CD
Terraform
GitHub
Apply
≈ $61k – $154k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Python
LLM
NLP
PyTorch
DevOps
GitHub
Apply
Experienced/Senior Machine Learning Engineer - Squad Distribute
Verified live · 11 hours ago 1 year ago≈ $60k – $151k per year (Estimated) • Remote/Hybrid • Full-Time • Paris
Python
ElasticSearch
AI/ML
NLP
DevOps
GitHub
Apply

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