SAP
Senior Developer - Optimization & Quantum Algorithms(m/w/x)
Vollzeit/Teilzeit
mit Homeoffice
Keine Angabe
Garching bei München
TE
Terra Quantum2 Monate
Lead Researcher – Quantum Machine Learning(m/w/x)
Vollzeit
mit Homeoffice
Senior
AI/ML Job
Data Science
Keine Angabe
München
Nejo KI-Zusammenfassung
As a Lead Researcher in Quantum Machine Learning, you will engage in cutting-edge research and algorithm development, translating findings into practical solutions while exploring the intersection of quantum technology and machine learning to address industry challenges.
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Anforderungen
- •PhD in computer science, physics, mathematics, electrical engineering, or equivalent subject
- •Publication record in quantum machine learning or variational quantum algorithms
- •Advanced expertise in one or more quantum programming languages (Qiskit, Q#, Pennylane, Cirq, Quipper, Scaffold, tket)
- •Advanced experience working with variational quantum algorithms for machine learning
- •Experience working with classical machine learning algorithms
- •Computational learning theory expertise
- •Expert knowledge in Python
- •Expert knowledge in Pytorch and TensorFlow
- •Experience in programming for GPUs
- •Experience in working with QPUs
- •Goal-oriented, analytical and ability to work independently
- •Flexible, proactive, and creative with ability to work in a team
- •Highly motivated and resilient with ability to work interdisciplinary
- •Proficiency in written and spoken English
Doktor / Ph.D.
Berufserfahrung
ca. 4 – 6 Jahre
Deine Aufgaben
- •Conduct fundamental research in quantum machine learning
- •Develop quantum machine learning algorithms for various data processing tasks
- •Stay updated on state-of-the-art approaches in quantum machine learning
- •Analyze parametrized quantum circuits for learning via hybrid quantum-classical optimization
- •Utilize metrics for analyzing parametrized quantum circuit ansatz
- •Enhance trainability of parametrized quantum circuits using batch-entropy regularization
- •Interpret and explain quantum machine learning models
- •Analyze information flow in quantum neural network architectures
- •Research the benefits of quantum in machine learning
- •Develop data encoding and processing techniques for quantum computers
- •Assist in drafting patent applications
- •Write research papers for scientific journals
- •Implement quantum machine learning algorithms efficiently
- •Execute quantum machine learning algorithms on various QPUs
- •Adjust and improve hybrid quantum neural network implementations for QPUs
- •Explore hybridization of classical and quantum machine learning solutions
- •Understand efficient interaction between hardware and software
- •Assist in developing the quantum machine learning SDK
- •Optimize hybrid quantum-classical machine learning code for faster execution
- •Support implementation of industry projects
- •Generate novel ideas based on industry needs in various tasks
- •Brainstorm applications of quantum machine learning for client industry problems
- •Investigate advantages of hybrid quantum-classical machine learning in industrial contexts
- •Assist in writing applied industry research papers for scientific journals
Tools & Technologien
QiskitQ#PennylaneCirqQuipperScaffoldtketPythonPytorchTensorFlow
Sprachen
Englisch – verhandlungssicher
Deine Vorteile
Flexibles Arbeiten
- •Flexible working arrangements
Mentoring & Coaching
- •Personal development plan
Lockere Unternehmenskultur
- •Diverse and supportive atmosphere
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Terra Quantum erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
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