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Position: PhD student for Robust Deep Learning in Industrial Applications
Institution: Zürcher Hochschule für Angewandte Wissenschaften
Location: Winterthur, Zürich, Switzerland
Duties: Major contributions to scientifically challenging, applied research and innovation projects within our research group at the Centre for Artificial Intelligence (CAI); Development of high quality, innovative and complex algorithms and software in the area of deep learning with neural networks and computer vision, in particular in industrial applications (e.g., robust transfer learning for quality control or reinforcement learning for optimal control); Publication and presentation of results in the form of journal publications and conference contributions; Occasional support of lecturers in teaching (e.g. labs or exercises); The position is temporary (annually renewable), with the goal to obtain a PhD; the PhD dissertation will be subject of a cooperation with a partner university, which will also award the PhD title upon fulfillment of the requirements
Requirements: You possess a recent, very good Master's degree in computer science or a related technical/scientific field, with focus on machine learning and artificial intelligence; You have strong skills in software development (ideally, Python), as well as good experience with common deep learning software frameworks and tools (e.g., Pytorch); You have strong interest and ideally already experience in computer vision, in particular with GANs and training paradigms beyond purely supervised learning
   
Text: PhD student for Robust Deep Learning in Industrial Applications 100 % You enjoy independent scientific research and have a strong background in programming and machine learning. We offer challenging applied R&D projects in computer vision and deep transfer learning with the opportunity to obtain a PhD. School: School of Engineering Starting date: September 2022 or by appointment Your role Major contributions to scientifically challenging, applied research and innovation projects within our research group at the Centre for Artificial Intelligence (CAI) Development of high quality, innovative and complex algorithms and software in the area of deep learning with neural networks and computer vision, in particular in industrial applications (e.g., robust transfer learning for quality control or reinforcement learning for optimal control) Publication and presentation of results in the form of journal publications and conference contributions Occasional support of lecturers in teaching (e.g. labs or exercises) The position is temporary (annually renewable), with the goal to obtain a PhD; the PhD dissertation will be subject of a cooperation with a partner university, which will also award the PhD title upon fulfillment of the requirements Your profile You possess a recent, very good Master's degree in computer science or a related technical/scientific field, with focus on machine learning and artificial intelligence You have strong skills in software development (ideally, Python), as well as good experience with common deep learning software frameworks and tools (e.g., Pytorch) You have strong interest and ideally already experience in computer vision, in particular with GANs and training paradigms beyond purely supervised learning You enjoy independent scientific work, as well as collaborating with interdisciplinary and international project teams; high intrinsic motivation, creativity to find solutions for complex problems, an exact and reliable working style, as well as having good communication skills and being adaptive and results oriented are requirements for this position In return, we offer the possibility to combine working on scientifically rewarding and practically relevant research projects at the newly founded CAI with a PhD dissertation We are looking for a deeply interested, technically skilled personality. We value potential over already mastered skills, encouraging also unconventional CVs. Please honor us with a tailored cover letter and highlight facts that underline your ability to achieve high. We are looking forward to hearing from you! Jetzt online bewerben ­ This is what we stand for is one of Switzerland's largest multidisciplinary universities of applied sciences, with over 14'000 students and 3'400 faculty and staff. , as one of the leading educational and research institutions in Switzerland, focuses on topics relevant to the future. 14 institutes and centres guarantee high-quality education, research and development with a focus on the areas of energy, mobility, information and health. maintains a growing number of research groups in the fields of and , , and . The CAI conducts method-oriented applied research and development at the highest level in the field of machine learning and is committed to a humancentered approach to artificial intelligence, thereby actively shaping the ethical dimension. Please note that we only consider applications via the online platform. Das dürfen Sie erwarten Wir bieten hochschulgerechte Arbeits- und Anstellungsbedingungen und fördern aktiv die Personalentwicklung unserer Mitarbeitenden und Führungspersonen. Eine detaillierte Beschreibung der Vorteile finden Sie auf der Seite . Hier die wichtigsten Eckpunkte: Contact Prof. Dr. Thilo Stadelmann Head of Centre for Artificial Intelligence Jocelyn Schaad Recruiting Manager 2022-07-18 Temporary ZHAW Zürcher Hochschule für Angewandte Wissenschaften Winterthur Region of Winterthur/Schaffhausen 8401
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