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Doctrine

Open-source PHP ORM and DBAL libraries

Experienced Machine Learning Engineer

Natural Language Processing & LLMsConfirmed live in the last 24 hours
Full-timeParis, France

About the Job

Requirements

  • Strong knowledge of classical and deep learning for data extraction and recommendation, ideally with initial experience working with large language models.
  • Experience with natural language search engines and inverted indexes such as Elasticsearch.
  • A strong interest in artificial intelligence topics.
  • Motivation to identify, analyze, and bring the latest scientific advancements in the field into production.
  • Solid Python development skills, with a focus on algorithm design.
  • Proficiency in both English and Spanish, as the role involves working with legal documents in Spanish.

Responsibilities

  • Develop natural language processing models, machine-learning-based or otherwise, to support information search and recommendation within legal documents, with a particular focus on Spanish.
  • Maintain and monitor models in production.
  • Design conversational agents to help lawyers across different legal domains by ensuring accurate answers and streamlining drafting tasks.
  • Collaborate with engineers, product managers, and product designers to identify opportunities for product development.
  • Contribute to spreading and consolidating internal best practices and take part in shaping the Engineering strategy.
  • Contribute to internal Data Science chapter projects aimed at improving processes and shaping the long-term vision.
  • Share knowledge by tracking the state of the art, reviewing scientific papers, pursuing continuous improvement, and sharing best practices.
  • Propose improvements by experimenting with new tools and suggesting new processes to implement.
  • Meet candidates through technical assessments or interviews as part of recruitment.

Desired Qualifications

  • Prior initial experience working with large language models is ideal.

About the Company

Doctrine

Open-source PHP ORM and DBAL libraries

Doctrine provides PHP libraries for database storage and object mapping, most notably the Object Relational Mapper (ORM) and the Database Abstraction Layer (DBAL). These open-source tools help PHP developers interact with databases by mapping PHP objects to database tables and by offering a unified API for database operations. The project is widely used across PHP frameworks such as Symfony, Laravel, and Laminas, and is maintained by a volunteer community under the MIT license. Unlike proprietary DB tools, Doctrine is funded through donations and sponsorships, and it also engages the developer community through blogs, events, and consulting. The goal is to give PHP developers stable, flexible database management capabilities and a reliable open-source ecosystem.

Company size
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Headquarters
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Founded
2006

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