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Experienced/Senior Machine Learning Engineer - Squad Legal Graph

First legal intelligence platform that centralizes and organizes legal information for lawyers and legal professionals.
Machine Learning
Senior Software Engineer
Hybrid
5+ years of experience
AI · Enterprise SaaS · Legal Tech

Description For Experienced/Senior Machine Learning Engineer - Squad Legal Graph

Doctrine, the leading legal intelligence platform in France, is seeking an Experienced/Senior Machine Learning Engineer to join their Legal Graph Squad. This role combines internal tooling impact and external product development, focusing on building the first legal AI platform. The position involves developing sophisticated NLP models and conversational agents to enhance legal document search and lawyer productivity.

The ideal candidate will work at the intersection of machine learning and legal technology, developing and maintaining production ML models while collaborating with cross-functional teams. You'll be part of the Data Science chapter, contributing to internal projects and participating in knowledge sharing sessions. The role offers significant autonomy and the opportunity to work on challenging problems in the legal domain.

Doctrine offers a modern and flexible work environment with a hybrid setup (2 office days per week), comprehensive benefits including unlimited vacation, health insurance, and professional development opportunities. The company culture emphasizes innovation, continuous learning, and making a positive impact on society by making legal information more accessible and transparent.

No prior legal industry experience is required, but candidates should be eager to learn about legal documentation and the legal ecosystem. The role combines technical excellence in machine learning with the opportunity to transform how legal professionals access and utilize information. You'll be part of a dynamic team that values innovation, autonomy, and customer-centric development.

Last updated 4 days ago

Responsibilities For Experienced/Senior Machine Learning Engineer - Squad Legal Graph

  • Develop NLP models (ML-based or not) to help search and recommend information in legal documents
  • Maintain and monitor these models in production
  • Design conversational agents to accelerate lawyers' work in different areas of law
  • Collaborate with engineers, product managers, and designers to identify new product development areas
  • Participate in internal knowledge sharing and help shape Engineering strategy

Requirements For Experienced/Senior Machine Learning Engineer - Squad Legal Graph

Python
  • Strong knowledge of machine learning (classical and deep learning) for data extraction and recommendation, ideally with LLM experience
  • Experience with natural language search engines and inverted indexes like Elasticsearch
  • Solid understanding of MLOps challenges and strong motivation to progress in this field
  • Strong interest in artificial intelligence topics
  • Ability to identify, analyze, and implement latest scientific advances in the field
  • Strong Python development skills with focus on algorithm construction
  • Fluency in French language for handling legal data

Benefits For Experienced/Senior Machine Learning Engineer - Squad Legal Graph

Medical Insurance
Mental Health Assistance
Education Budget
Vision Insurance
Dental Insurance
Commuter Benefits
  • Flexible remote work policy with 2 office days per week
  • Unlimited vacation policy
  • Annual training budget of 750€
  • Health insurance through Alan
  • Sustainable mobility allowance of 66 euros per month
  • Gymlib subscription for sports activities
  • Swile card for meal vouchers
  • Free access to Moka.care mental health platform
  • CSE benefits and discounts
  • New Apple work equipment
  • Regular team events

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