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UM — Hybrid; Munich Germany; St Gallen
The Role The Researcher in Quantum Machine Learning or Quantum Information will be a member of Terra Quantum's AI Applied Research team. This team is at the forefront of conducting both fundamental and applied research in the field of quantum machine learning. Although the Researcher will focus on innovating in quantum machine learning, the role involves translating research findings into practical algorithmic software solutions.
The Researcher is expected to closely monitor and analyse scientific and industrial trends and needs across short-term, mid-term, and long-term horizons, specifically within the quantum technology and machine learning sectors, to guide the development and implementation of hybrid quantum-classical algorithms. The Researcher in Quantum Machine Learning plays a role in driving excellence within their team. They are not only detail-oriented but also possess a remarkable capacity for enthusiasm.
By demonstrating commitment and passion for the mission, they inspire their team members to contribute to making quantum technologies widely accessible and to effect positive change globally.
Responsibilities
The Applied Researcher should expect to work in one and supporting in the other areas of the following Quantum Machine Learning Team activities. g. , the Fisher information matrix, the effective dimension, and Fourier terms accessibility for parametrized quantum circuit ansatz analysis Improving the trainability of parametrised quantum circuits through layerwise batch-entropy regularization and similar techniques Interpreting and explaining quantum machine learning models.
g.
Requirements
The Applied Researcher is expected to have several
Qualifications
depending on the area of activity in quantum machine learning or quantum information.