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Airbus

ATR - Internship 2027 - AI & Data Engineering - Automated Technical Knowledge Extraction

Location:  Toulouse, France
Location flexibility:  1 office day / week, 2 office days / week, 3 office days / week, 4 office days / week
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Job Description

Job Description:

Envie de rejoindre l'aventure ATR ? Une offre de stage vient de s'ouvrir sur notre site à Blagnac !

En 2025, ATR est labellisée Happy Trainees. 94.3% des étudiants recommandent notre entreprise à l’issue de leur alternance ou de leur stage.

Ce que nous allons faire ensemble :

Être stagiaire chez ATR, c’est être intégré au sein d’une équipe comme un membre à part entière avec un véritable périmètre d’intervention et des responsabilités.

Descriptif des missions proposées

L'objectif principal du stage est de concevoir et développer une solution capable de :

  • Collecter automatiquement des données issues de documents de différentes sources documentaires :
  • Exemple de sources documentaires à exploiter : rapports d'essais, documents de maintenance, rapports d'inspection, synthèses d'incidents, bases de données existantes, ainsi que d’autres documents techniques (PDF, Word, Excel, etc...).

- Identifier, extraire et structurer les informations pertinentes grâce à des techniques de traitement automatique de documents.

- Exploiter, lorsque pertinent, les technologies d'Intelligence Artificielle pour améliorer la qualité et la robustesse de l'extraction des données.

  • Développer des fonctionnalités permettant la génération ou l'assistance à la rédaction de notes techniques à partir des données collectées.
  • Alimenter automatiquement une base de données centralisée avec les informations extraites.
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Company benefits

Accrued annual leave
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Annual bonus
Bike parking
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Employee discounts
Enhanced maternity leave
Enhanced paternity leave
Enhanced sick pay
Family health insurance
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Modern office
L&D budget
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Hackathons
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401K
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Apply
Participer à la définition de l'architecture logicielle, aux tests, à la validation et à la documentation de la solution.

Ce stage est fait pour vous :

  • Étudiant(e) en dernière année d'école d'ingénieur (Bac+5) ou en Master 2 avec une spécialisation en Informatique, Data Science, Intelligence Artificielle
  • Compétences techniques recherchées :
  • Maîtrise du développement en Python et des librairies (Pandas, Numpy, ...) pour le traitement et l’analyse des données.
  • Connaissances en SQL et conception de bases de données relationnelles.
  • Notions ou expérience en Intelligence Artificielle et Machine Learning.
  • Connaissances des technologies OCR et d'extraction de données à partir de documents.
  • Compréhension des formats documentaires courants (PDF, Word, Excel).
  • Savoir être recherchés :
  • Capacité à comprendre et à formaliser un besoin métier.
  • Forte capacité d'analyse et de résolution de problèmes.
  • Autonomie et prise d'initiative.
  • Rigueur et sens de l'organisation.
  • Capacité à travailler en équipe pluridisciplinaire.
  • Bonnes compétences en communication orale et écrite.
  • Force de proposition pour identifier des solutions innovantes.
  • undefined
  • Langues nécessaires :
  • Français : courant ou langue maternelle
  • Anglais : intermédiaire à avancé (B2 minimum recommandé)

Calendrier

Démarrage Février/Mars 2027

Durée 06 mois

Comment se passe le processus de recrutement ?

Le processus de recrutement se passe en deux étapes après la réception de votre candidature :

  • Analyse des CV
  • Entretien technique Manager : Le responsable du stage vous contactera pour un entretien de recrutement

Want to join the ATR adventure? An internship opportunity has just opened on our site in Blagnac!

In 2025, ATR has been awarded the Happy Trainees label. 94.3% of students recommend our company after their work-study or internship.

What we will do together:

Being an apprentice at ATR means being integrated into a team as a full member with a real scope of intervention and responsibilities. You will have the opportunity to learn and develop your skills and experience within a market leading company!

Detailed description of the mission

The main objective of the internship is to design and develop a solution capable of:

  • Automatically collecting data from various documentary sources:
  • Examples of documentary sources to be processed include test reports, maintenance documents, inspection reports, incident summaries, existing databases, and other technical documents (PDF, Word, Excel, etc.).
  • Identifying, extracting, and structuring relevant information using automated document processing techniques.
  • Leveraging Artificial Intelligence technologies, where relevant, to improve the quality, accuracy, and robustness of data extraction.
  • Developing functionalities that enable the automatic generation of, or provide assistance in drafting, technical notes based on the collected data.
  • Automatically populating a centralized database with the extracted information.
  • Contributing to the definition of the software architecture, as well as the testing, validation, and documentation of the solution.

This internship is designed for you

  • Final-year student pursuing an Engineering Degree (Master's level) or a Master’s Degree (MSc) with a specialization in Computer Science, Data Science, or Artificial Intelligence.
  • Technical Skills Required:
  • Proficiency in Python development and related libraries (Pandas, NumPy, etc.) for data processing and analysis.
  • Knowledge of SQL and relational database design.
  • Familiarity with or experience in Artificial Intelligence and Machine Learning.
  • Knowledge of OCR technologies and document-based data extraction techniques.
  • Understanding of common document formats such as PDF, Word, and Excel.
  • Soft Skills Required:
  • Ability to understand, analyze, and formalize business requirements.
  • Strong analytical and problem-solving skills.
  • Self-motivated, proactive, and capable of working independently.
  • Strong organizational skills and attention to detail.
  • Ability to work effectively within multidisciplinary teams.
  • Good verbal and written communication skills.
  • Innovative mindset with the ability to propose and implement new solutions.
  • Language Requirements:
  • French: Fluent or native proficiency.
  • English: Intermediate to advanced level (minimum B2 recommended).

Calendar

- Starting date: February/March 2027

- Duration of 06 months

How does the recruitment process work?

The recruitment process takes place in two stages after receiving your application :

- Analysis of your CV

- Technical interview with Manager: Last step of the process you are almost there! The course manager will contact you for a validation interview.

This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company’s success, reputation and sustainable growth.

Company:
Avions de Transport Regional (ATR) GIE

Contract Type:
Internship
-----

Experience Level:
Student

Job Family:

By submitting your CV or application you are consenting to Airbus using and storing information about you for monitoring purposes relating to your application or future employment. This information will only be used by Airbus.
Airbus is committed to achieving workforce diversity and creating an inclusive working environment. We welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation or religious belief.

Airbus is, and always has been, committed to equal opportunities for all. As such, we will never ask for any type of monetary exchange in the frame of a recruitment process. Any impersonation of Airbus to do so should be reported to emsom@airbus.com .

At Airbus, we support you to work, connect and collaborate more easily and flexibly. Wherever possible, we foster flexible working arrangements to stimulate innovative thinking.

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Company employees:

165000

Gender diversity (m:f):

70:30

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