Senior Data Scientist (Document AI, Medical coding) H/F

CDI
Paris
Salaire : Non spécifié
Télétravail occasionnel
Expérience : > 5 ans

Qantev
Qantev

Cette offre vous tente ?

Questions et réponses sur l'offre

Le poste

Descriptif du poste

About the role 🚀

We are looking for a passionate Senior Data Scientist expert in Document AI (OCR, NER, Table Extraction, and NLP) and/or medical coding inference/consistency (ICD/CPT/DRG…) to join our team in Paris. We would like someone with proven experience in fine-tuning Document AI models for complicated use cases and/or medical coding inference/consistency.

What you will do 👊

As a member of the Data Science team, alongside our technical experts, you will get an opportunity to:

  • Learn about health data and healthcare insurance dynamics

  • Work on computer vision, Document AI and NLP

  • Use LLMs with fine-tuning and RAG applications

  • Help in the deployment of the models in production

  • Fine-tune models for medical coding related tasks (medical coding inference/consistency)

  • Explore client’s dataset to create the best ML pipeline to solve the problems

  • Write papers, blog posts and open-source some trained models

  • Help maintain and scale our internal AI package

  • Improve the fraud detection models


Profil recherché

Who you are 😀

  • 5+ experience as a Data Scientist/DL/ML Engineer

  • Expert in Document AI (OCR, NER, Table Extraction) with proven experience on different projects deploying these models

  • Expert in medical coding inference/consistency with proven experience in these topics

  • A great theoretical and technical background on Deep Learning

  • Very curious about the new advancements on AI, up to date with the SOTA

  • Strong communication and presentation skills, with the ability to convey complex concepts to non-technical audiences

  • Experience in reading and implementing research papers

  • Experience in putting and maintaining models in production

  • Very good coding skills in Python, Pytorch and HuggingFace

  • Fluent in English (Both Verbal and written). Any additional language is a plus

Bonus skills 🤩

  • Previous experience in healthcare or health insurance domain

  • Experience with MLFLOW and other MLOps tools

  • Experience on pre-training Document AI models


Déroulement des entretiens

  • Screening interview: 45min

  • Deep Learning interview (1hr)

  • Data Science/ Machine learning/ coding interview (1hr)

  • Fit interview with CTO (1hr)

Envie d’en savoir plus ?

D’autres offres vous correspondent !

Ces entreprises recrutent aussi au poste de “Data / Business Intelligence”.

Voir toutes les offres