Doctrine

Experienced/Senior Machine Learning Engineer - Squad Scribe

Doctrine
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5 months ago
Paris, FranceSenior

Responsibilities

  • Develop NLP and machine learning models for information search, recommendation, and extraction from legal documents.
  • Maintain and monitor machine learning models in production.
  • Design conversational agents that support legal research, drafting, and lawyers’ workflows.
  • Contribute to multi-document drafting tools, a dedicated chatbot, legal drafting add-ins, and automatic PDF translation features.
  • Collaborate with engineers, product managers, and product designers to identify product opportunities.
  • Participate in knowledge sharing, best-practice development, engineering strategy, chapter projects, and candidate interviews.

Requirements

  • Strong knowledge of classical and deep learning for data extraction and recommendation, ideally including hands-on LLM experience.
  • Experience with natural language search engines and inverted indexes such as Elasticsearch.
  • Solid understanding of MLOps challenges and motivation to develop further in this area.
  • Strong Python development skills with a focus on algorithm design.
  • Proficiency in French for working with French legal data.
  • Interest in artificial intelligence and in evaluating and deploying scientific advances in production.
  • Prior professional experience in law is not required, but willingness to learn about legal documents is expected.

Benefits

  • Flexible remote work policy allowing up to three remote-work days per week depending on the team.
  • Flexible leave policy and opportunities for internal mobility.
  • Regular team events and individual and collective learning opportunities.
  • €750 annual training budget, plus team-wide and company-wide training sessions.
  • Gymlib subscription for sports and wellness activities.
  • Free Moka.care mental health support with up to six individual sessions per year.
  • Health insurance with Alan.
  • Swile card providing meal vouchers and a sustainable mobility allowance of €66.60 per month.
  • Works Council discounts and perks through Happypal.
  • Brand new Apple equipment.

Tech Stack

ElasticsearchNestJSNext.jsPythonReact

Categories

Doctrine

About Doctrine

201-500 employees
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