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Jeune docteur (PhD) - NLP | LLM

Résumé du poste
CDI
Paris
Salaire : Non spécifié
Télétravail fréquent
Expérience : > 3 ans
Éducation : > Bac +5 / Doctorat
Compétences & expertises
Contenu généré
Multilingue
Tensorflow
Pytorch
Elasticsearch
Postgresql
+4

Jus Mundi
Jus Mundi

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Le poste

Descriptif du poste

As a Data Scientist, you will work within the Legal Data Team, a multidisciplinary team where Data Scientists and Lawyers work together in creating tools that can analyze and process multilingual legal documents from around the world.

⚡ Your main tasks

  • Creating machine-learning models for processing legal documents and dealing with NLP tasks where:

    • Annotated data is scarce

    • Documents can be multilingual

    • Long and specialized documents

  • Working with LLMs, such as using, fine-tuning, evaluating, benchmarking

  • Creating packages and tools for the Data Science Team

  • Shipping quality tools

  • Working with the Tech and Cloud Team to put into production models

🤖 About our Data Science Team

  • 🥇 We love to participate in international challenges, such as Semeval and TREC

  • 🔬 We write scientific papers for NLP conferences

  • 🚀 We use Jean Zay, the French supercomputer, for training our models

⚒️ Technical stack:

  • Main: Python, FastAPI, Docker, Temporal

  • Databases: PostgreSQL, Elasticsearch, and Neo4J


Profil recherché

📚 Education and experience

  • You have completed a Ph.D. (BAC+8: Doctorat) in Computer Science, Mathematics, or any other related career. You may have obtained your Ph.D. from a French or foreign university.

  • You are looking for your very first job with a permanent contract (Contrat à Durée Indéterminée) since obtaining your Ph.D.

  • You have at least 3 years of experience in Natural Language Processing (NLP) tasks, such as Named Entity Recognition, Text Classification, Entity Linking, Coreference Resolution, or Text Summarization.

  • It is highly appreciated if you have one Post-doctorate or if you have worked on, either a national or international, project with multiple parties involved (e.g. Horizon 2020, Horizon Europe, ANR).

  • Ideally:

    • You have worked with multidisciplinary teams.

    • You have worked with closed or open source LLMs

    • You have worked with NLP models in languages different than English.

    • Experience in having deployed NLP projects using APIs, Docker, or Temporal.

✨ Skills

  • You have an excellent understanding of NLP and key aspects of machine learning.

  • You have good programming skills, including OOP, especially in Python.

  • You have a good understanding of how to create machine learning models and ML frameworks, such as PyTorch and TensorFlow.

  • You have a positive, “can-do” attitude and a desire to learn, help and grow.

  • You can communicate and present Data Science work to a multi-disciplinary team.

  • English is a requirement, French is optional.

Company Perks and Benefits:

  • 😍 Working for a fast-growing global legal tech offering a disruptive product that is revolutionizing the way lawyers around the world interconnect and conduct legal research,

  • 💻 Hybrid working organization, mix between remote and on-site,

  • 💰Competitive salary & equity

  • 🏖 5 weeks of vacation

  • 🍼  Paid parental leave (under specific conditions)

  • 🩺 A great complementary private health insurance (paid 100% for the employee and his children by the company)

  • 🚊50% of public transportation reimbursed.

  • 🍴Personal credit card to buy lunches during the week (Swile)

  • 😍 Every quarter we organize a company-wide summit to

  • 🌍 Travel (work abroad) policy: 8 weeks per year, you can live and work from where you want across the globe,

  • ✈️ Relocation Package (to France)

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