Machine Learning Researcher Internship – NLP

ZELROS
  • Date de publication : 25 septembre 2020
  • Date limite de candidature : 6 novembre 2021
  • Candidature(s) 54
  • Vue(s) 665
Description du poste

The opportunity:

As part of the development of one of its products aimed at providing its customers with a  search engine in FAQ type documentation, Zelros wishes to automate the generation of utterance in order to improve the auto suggestion functionality of his assistant. By relying on the latest Natural Language processing technologies (transformers : BERT, CamemBERT, GPT2, etc.), the objective of the internship is to develop an engine for generating question/utterances likely to be asked to the assistant. This is based on the corpus of responses available as well as examples of manually generated utterances.

To fulfill your mission you will:

  • Study the state of art of models based on Transformers and their applications in solving useful tasks for the Zelros product.

  • Implement Transformers-based approaches such as BERT, assesstheir added value in the context of Zelros, including by comparison with other libraries like such as transformers (Hugging Face)

  • Train your own Transformers on available corpora or to synthesize. GPU server will be made available.

  • Keep a technological watch on the state of art in NLP (participation at conferences, reading and summary of recent publications…)

  • Showcase our expertise in NLP (intervention during talks, participation in competitions, technical blogs, submission of research papers, etc.),

  • Contribute to the dissemination of knowledge within the R&D team

 

You will be supervised by a senior Data Scientist, and you will carry out applied research work in machine learning, which will become the future innovative functions of the Zelros solution.

RÉFÉRENCES

Requirements

  • Specialized in ML you master the theory and practice of some of the most modern NLP techniques, 

  • You know how to work with PyTorch and GPU,

  • You are curious, creative and you like to share your knowledge.

Bonus points:

  • You regularly participate in specialized deep learning / NLP meetups

DURATION

4 to 6 months.

LOCATION

WeWork, 198 Avenue de France 75013 Paris

RECRUITING PROCESS

Call + 1 technical test + 1 interview with a Data Scientist


Détails de l'offre
  • EntrepriseZELROS
  • FonctionDéveloppement Produit
  • Date de démarrageDès que possible
  • Durée du contrat4 - 6 mois
  • ExpérienceEtudiant / Jeune diplômé