Master Thesis

vor 2 Monaten

Ottobrunn, Deutschland Airbus Vollzeit

In order to support the Telecom & Navigation Processing department, Airbus Defence and Space is looking for a

**Master thesis on on-board anomaly detection via machine learning for Telecom Satellites (d/f/m)**:
**Your location**:
Our site is just a stone's throw away from Munich, the beautiful capital of Bavaria. Are you into sports and other outdoor activities? The Alps and Lake Starnberg are within an hour’s reach, offering a multitude of recreational options.

**Your exciting topic**:
Autonomous spacecraft is one of the major game changers in the satellite industry and future Telecommunication Satellites are envisioned to be either carrying more complex payloads or deployed in huge constellations. This means that monitoring anomalies and handling autonomously the operation of the satellites is becoming more and more important. Not only the failures can be detected by means of artificial intelligence (AI), but also operational availability can be improved by adapting the link or telemetry in autonomously real time to the current needs.

The Master thesis position will focus on the on-board detection of anomalies via machine learning. More specifically, the student will research transfer learning approaches, i.e. learning from data of multiple satellites. The goal is to demonstrate the algorithms with hardware acceleration on an embedded platform suitable for spacecraft environment and on-board implementation.

**Qualifications**:

- Enrolled full time student (d/f/m) within Telecommunication Engineering, Electrical Engineering or similar field of study
- First Experiences in inference of Neural Networks on embedded processing platforms (CPU, FPGA)
- Embedded programming skills (Python, C, C++, VHDL)
- DNN modeling skills (Tensorflow, PyTorch, Matlab)
- Fluent English is mandatory; French or German would be an asset
- You are a good team player, have excellent communication skills, and are able to work independently

This position will require a security clearance or will require being eligible for clearance by the recognized authorities.

Not a 100% match? No worries Airbus supports your personal growth with customized development solutions.

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**:
Airbus Defence and Space GmbH

**Contract Type**:
Final-year Thesis / Stage fin d'étude / Abschlussarbeit / Proyecto fin de carrera

**Experience Level**:
Student / Etudiant / Student / Estudiante

**Job Family**:
Support to Management

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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