Quantum Machine Learning: Engineer
hace 5 días
**Job Reference**: 20240918_COMMUNICITY
About CVC
The Computer Vision Center (CVC) is a non-profit research center established in 1995 by the Generalitat de Catalunya and the Universitat Autònoma de Barcelona (UAB). Its mission is to carry out cutting-edge research that has the highest international impact in the field of computer vision. It also promotes the transference of knowledge to industry and society.
Computer vision is an exciting research area and an omnipresent technology, essentially empowering machines with the sense of vision. The CVC is a successful marriage between knowledge and innovation. In addition to our cutting-edge scientific achievements, we have established lasting ties with industrial partners and created several spin-off companies.
Context and Mission
The QML-CVC group is a multi-disciplinary team comprised of physicists and computer scientists, experts in computer vision, machine learning and quantum information. The QML group is looking for an engineer to collaborate on the development of quantum generative models. We are interested in understanding the representation power of quantum systems to sample from distributions capturing relevant features to image and process stream audio-visual data (e.g. musical concert, video-conferences). In this line, we are currently exploring potential computational advantages regarding resource consumption.
This position is linked to the Communicity EU project (No. 101070325).
Key Duties
Implementation of the state of the art on Quantum Generative Models
Implementation of quantum alternatives to classical diffusion models.
Development of software tools to illustrate the potential advantages of using the quantum paradigm.
Write ONE scientific paper as a summary of the research activity.
**Requirements**:
Education
Computer science degree.
Master in Computer Vision.
Essential Knowledge and Professional Experience
Previous experience in Pennylane quantum computing framework
Knowledge of quantum information
Good programming skills using python
Additional Knowledge and Professional Experience
Professional experience in software development
Programming skills in C and C++
Competences
Fluency in spoken and written English
Candidatures that meet the above requirements will be evaluated using the following criteria:
Conditions
The position will be located at Computer Vision Center (Campus Universitat Autònoma de Barcelona).
We offer a part-time temporary contract (20 hours/week).
**Duration**: 4 months
**Starting date**: 1st October
Applications procedure and process
**Application Deadline**:
OTM-R principles for selection processes
For more information follow this link
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