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Master Thesis, 30 HP: ML-based anomaly detection in simulators for a fighter aircraft

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Datavetenskap · Mjukvaruutveckling

I korthet

MSc thesis project investigating unsupervised ML algorithms for identifying problems in live data streams and predicting later issues based on early anomalies. The project includes literature review, interviews with engineers, and model evaluation. Suitable for students in Computer Science, Industrial Engineering, or Information Technology, starting January 2026.

Ansvarsområden

  • Investigate unsupervised ML algorithms for anomaly detection in live data streams.
  • Find relationships between early detected anomalies and later occurring problems in simulations.
  • Conduct a review of related previous work.
  • Conduct interviews with senior software development engineers at Saab Aeronautics.
  • Evaluate one or several ML models relevant to anomaly detection.

Krav

  • Student at the end of Master of Science in Computer Science and Engineering, Industrial Engineering and Management, or Information Technology.
  • Interest in software development and software testing.
  • Must pass security vetting.
  • Suitable start time for the work is in January 2026.

Önskade kvalifikationer

  • Theoretical knowledge and fresh perspectives.
  • Academic rigor and enthusiasm for cutting-edge technology.

Förmåner

  • Opportunity to collaborate with experienced engineers and specialists.
  • Gain invaluable practical experience.
  • Make a tangible contribution to Saab's growth and development.
  • Support and guidance to translate theoretical knowledge into practical solutions.
  • Be a driving force behind Saab's technological advancements.

Färdigheter

Machine LearningAnomaly DetectionIsolation ForestK-meansSoftware DevelopmentSoftware Testing
#Machine Learning#Anomaly Detection#Thesis#MSc
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Om Saab

As a leading defence and security company, we offer solutions that range from the depths of the oceans to high in the sky, on land and in cyberspace, to keep people and society safe. Empowered by our 22,000 talented people, we constantly push the boundaries of technology to create a safer, more sustainable and more equitable world. We design, manufacture and maintain advanced systems in aeronautics, weapons, command and control, sensors and underwater systems. We are headquartered in Sweden and have major operations all over the world and are part of the domestic defence capability of several…

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Företag

Saab

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om 1 vecka

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Erfarenhetsnivå

Student

Platser

Linköping, Sweden

Kvalifikation

Masterexamen

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