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Researcher in AI and Computer Vision

vor 2 Monaten


Berlin, Berlin, Deutschland TERAKI Vollzeit
About the Role

We are seeking a highly skilled Data Scientist / Researcher to join our research team at Teraki. As a key member of our team, you will play a crucial role in shaping our technology stack for train applications.

Key Responsibilities
  • Conduct research on new deep learning and processing technologies to create working prototypes.
  • Develop efficient embedded implementations of your ideas in collaboration with software engineers.
  • Develop pipelines related to advanced neuromorphic vision systems.
  • Develop filters related to event-based cameras for noise reduction.
  • Fuse and correct data for self-motion and vibration effects.
  • Develop algorithms for processing of event-based cameras.
Requirements
  • Master's degree or PhD in mathematics, computer science, physics, engineering, or a similar field.
  • Demonstrated professional experience in machine learning-driven applications.
  • Strong Python programming skills and solid knowledge of C++.
  • Deep understanding of mathematics, particularly linear algebra.
  • Experience in image processing and deep learning is a significant advantage.
  • Experience with event-based cameras and spiking neural networks is highly desirable.
  • Fluency in English (written and spoken) is essential.
What We Offer
  • A unique opportunity to contribute to the IoT revolution and the emergence of novel data-driven automotive platforms.
  • The chance to increase your technical expertise in current hot topics in autonomous driving development: algorithmic methods in machine learning, embedded design.
  • The opportunity to work on cutting-edge research with immediate industrial applications.
  • The chance to collaborate with top-class European, US, and Asian companies in the automotive sector and lead the pace in autonomous driving and novel connected car applications.
  • The opportunity to work in a vibrant startup environment and share insights within an international team positioned between Berlin and the Bay Area.