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PhD - CIFRE “Data-Mining technics for analysis of Aircraft logs from On-board In (m/f) posté par AIRBUS

CDI - temps plein
5 Candidatures

Description de l'offre

PhD - CIFRE “Data-Mining technics for analysis of Aircraft logs from On-board In (m/f)

Airbus Toulouse

Airbus is a leading aircraft manufacturer with the most modern and comprehensive family of airliners on the market, ranging in capacity from 100 to more than 500 seats. Airbus champions innovative technologies and offers some of the world’s most fuel efficient and quiet aircraft. Airbus has sold over 13.800 aircraft to more than 360 customers worldwide. Airbus has achieved more than 8,000 deliveries since the first Airbus aircraft entered into service. Headquartered in Toulouse, France.

Airbus is a global leader in aeronautics, space and related services. In 2016, it generated revenues of € 67 billion and employed a workforce of around 134,000. Airbus offers the most comprehensive range of passenger airliners from 100 to more than 600 seats. Airbus is also a European leader providing tanker, combat, transport and mission aircraft, as well as Europe’s number one space enterprise and the world’s second largest space business. In helicopters, Airbus provides the most efficient civil and military rotorcraft solutions worldwide.

Our people work with passion and determination to make the world a more connected, safer and smarter place. Taking pride in our work, we draw on each other's expertise and experience to achieve excellence. Our diversity and teamwork culture propel us to accomplish the extraordinary - on the ground, in the sky and in space.

Description du poste / stage

In the frame of strong development of On-board Information Systems, a position is opened at Airbus Commercial Aircraft Design Office for a PhD thesis in the field of Data-Mining technics for the analysis of Aircraft logs from On-board Information System.

This position is an opportunity to be part of the department in charge of the end-to-end architecture of Aircraft information systems delivering extensible and secured infrastructures to e-enable airlines operations (Data Security, Flights Operations, Maintenance Operations, Aircraft-Ground Communication and Cabin Operations).

The main goal of this PhD thesis is investigation, definition and implementation of Data-Mining algorithms for analysis of logs from On-board Information System. These logs are produced by both the platform and the hosted applications which compose the On-board Information System. They contain useful information about system usage and health-monitoring.

This study is in the frame of company digitalization trend and exploitation of Aircraft data coming from various systems to boost maturity and speed up supportability. Preliminary studies have shown that an algorithm of frequent item set mining in large databases was producing relevant correlations between events contained in system logs.

Tâches et missions principales, responsabilités

Your main mission will focus on preprocessing and analysis of data. For both steps, the task will consist on defining and developing (including implementation) efficient algorithms for extraction of relevant information.

For that purpose, you will study various Data-Mining algorithms and learning methods to produce information which is relevant for functional specialists working on the On-board Information System and its hosted applications. Moreover, it will also be required to explore application domains for the developed algorithms considering the information produced by these algorithms.

Compétences requises

We are looking for the following skills:

  • Master 2 in computer science with specialization in data analytics and/or artificial intelligence - Master establishing capacity in the research
  • Data-mining
  • Big data
  • Learning methods, statistics
  • Software development
  • Ability to measure concrete impact of studies
  • Team spirit, collaborative mindset
  • Capacity to synthetise and to explain / present studies to non-specialists

Following skills would be a plus :

  • Software performance
  • Software development in Python and/or Java
  • Database management systems

A previous experience in implementing Data-Mining algorithms or learning methods will be appreciated (internship or other experience).

This position requires a good English level and the ability to work in an agile manner in an international environment.

An intermediate / advanced level of French would be apreciated.

Numéro de référence

10375837 LP EN EXT 1

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