Titre du stage - Signal and Communications Group

RECUEIL DES BESOINS DE STAGES ECOLES POUR L’ANNEE 2014/2015
AIRBUS GROUP INNOVATIONS
IW Suresnes IW Nantes IW Toulouse IW Méaulte
Direction : SP…………… Service : HA…………… Téléphone : 05 61 16 88 18
Priorité n° 1
Titre du stage : Development of machine learning module for NDT applications.
 Contexte of the internship :
The internship will take place within a team of the Structure Health Engineering Department of the Research Center
of Airbus Group Innovations Toulouse. The activities of the department deal with the non-destructive investigation
and health monitoring of materials and structures used in aircraft. The techniques used are mostly ultrasound, eddy
current, optical, X-rays ... but these areas also rely on many different skills (mathematics, physics, material,
electronics, signal / image processing, optics, computer ... ). The team's goal is to develop innovative products and
methods to optimize the performance of Airbus divisions.
 Description of the internship :
Prototype and develop machine learning processes and tools for NDT applications like ultrasonic images of structural
part of aircraft. The objective will be to identify relevant parameters to be considered, select the most appropriate
algorithms, define the complete process and develop the machine learning module. This module may be developed
in Python language but will have to be interfaced with an existing data post-processing software developed in Java.
The data base will also be set and enriched during the training time.
The data to be processed will be mainly ultrasonic data coming from real parts.
The trainee will work in a team with the industrial software developers and with engineers of the R & D service, while
demonstrating autonomy. Curiosity, creativity and ability to suggest potential solutions will be appreciated.
 Skills required (human and technical) :
Knowledge in Mathematics, Statistics, Probability, Image & Data Processing, Programming (Java, Python).
Foreign languages: Having good skills in English, German or Spanish would be also an asset.
Profil recherché (1) :
3rd year of engineering school, Master
Domaine (2) :
Mathematics, Statistics, Probability, Machine
Learning, Image Processing
Durée : 5-6 months
________________________________________
Laboratoire Manipulation
Connaissances spécifiques (3) : Knowledge in
machine learning, mathematics, statistics, probability,
programming (Java, Python). Good level in foreign
languages (especially English or German) would be
an asset.
Date de début : January 2015
Responsable du stage : S. Barut
* Il est important de détailler le sujet de stage et les compétences demandées afin que les profils
correspondent au mieux à vos besoins.
(1) Profil : 3ème année école d’ingénieur, Master1, Master2, ESC, BTS …
(2) Domaine : Mécanique, Informatique, Electronique, Productique, Matériaux, Chimie, Juridique,
Commerce, Secrétariat …
(3) Connaissances spécifiques : maîtrise de Visual Basic, bilingue, première expérience dans le
domaine des matériaux, connaissances en électrochimie …