Master By Apprenticeship in Data Lake and Ai for - Grenoble, France - CEA - Commissariat à l'Energie Atomique

CEA - Commissariat à l'Energie Atomique

Entreprise vérifiée

Grenoble, France

il y a 3 semaines

Posté par:

Sophie Dupont

beBee Recruiter

Description

Domaine:

Mathématiques, information scientifique, logiciel

Contrat:

Alternance

Durée du contrat (en mois):
10

Description de l'offre:

The past 10 years, technological advances in DNA sequencers have enabled the generation of large amounts of genomic data stored in public data repositories.

Research projects seeking to take advantage of this data to investigate issues in human health must systematically go through a stage of collection and integration of structured and unstructured large scale data sets.

The traditional approach used by data scientists involves manipulating many flat files and transforming them into dataframes using command line tools.

This data transformation and organization strategy has a number of drawbacks for:

- reproducing transformations and ensuring data versioning,
- finely and quickly configuring secure access to the different data transformation stages according to their levels of sensitivity,
- facilitating collaborative work on data and
- massive training of AI predictive models.

This apprenticeship will continue the development of a Data Lake House dedicated to the management and exploration, by data analytics and machine/deep learning approaches, of human genomic data from tissues and 3D cell cultures (organoids and tumor spheroids).

The intern will work on the global data cycle from data ingestion, cleanup, and preparation stages to the generation of different data marts suitable for downstream analysis of use cases involving data analytics and AI approaches.

Knowledge and skills :

Big Data technologies (Deltalake, Apache Spark/Atlas/Ranger/Grafana, machine/deep learning), unix command line and Python programming, bioinformatics, omics data, interest and some knowledge in biology and health.

Professional aptitude :

curiosity and desire to improve their scientific and technological skills, rigor and organization, and ability to work in a team and interact with other students, engineers and researchers.

Job contract:

10-month Master 2 apprenticeship work contract starting in September 2023.

In accordance with the commitments made by the CEA in favor of the integration of people with disabilities, this job is open to all.**
Localisation du poste:
Site:

Grenoble

Localisation du poste:

France, Auvergne-Rhône-Alpes, Isère (38)

Ville:

Grenoble

Diplôme préparé:

Bac+- Master 2

Demandeur:

Disponibilité du poste:

01/09/2023