7 PhD positions in Computer Vision and Machine Learning
Updated: 19 Oct 2020
The University of Amsterdam (UvA) is hiring seven PhD students in computer vision and machine learning for the QUVA Lab, a research collaboration between UvA and Qualcomm AI research. We will be working on fundamental aspects of computer vision and machine learning, deep learning models, and algorithms. In particular, we are looking for PhD candidates on the following projects:
- Project A: Video action recognition
- Project B: Multi-task multi-modal learning
- Project C: Video representation and efficiency
- Project D: Hardware-aware learning
- Project E: Federated learning
- Project F: Combinatorial optimization
- Project G: Unsupervised learning for source compression
More details on the individual projects can be found on the QUVA lab website.
What are you going to do?
You are going to carry out AI research and development in one of the seven projects mentioned above, as part of the QUVA lab at the University of Amsterdam. There will also be regular visits to and interactions with researchers at Qualcomm AI Research, who have an office on campus. At the University of Amsterdam, you will be supervised by either prof. Snoek, prof. Welling, and/or dr. Gavves, as well as an assistant professor we are currently hiring.
Your tasks will be to:
- develop new computer vision and/or machine learning methods within the context of one of the seven research projects;
- collaborate with other researchers within the lab and Qualcomm AI Research;
- complete and defend a PhD thesis within the official appointment duration of four years;
- regularly present internally on your progress and help Qualcomm write patent applications to protect inventions from the lab when requested;
- regularly present intermediate research results at international conferences and workshops and publish them in proceedings and journals;
- assist in relevant teaching activities.
What do we require?
- A Master’s degree in Artificial Intelligence, Computer Science, or a related field;
- a strong background in computer vision and/or machine learning;
- excellent programming skills, preferably in Python;
- solid mathematics foundations, especially statistics, calculus and linear algebra;
- you are highly motivated and creative;
- strong communication, presentation and writing skills and excellent command of English.
Prior publications in relevant vision and machine learning venues will be advantageous for your application.
A temporary contract for 38 hours per week for the duration of 4 years (initial contract will be for a period of 18 months and after satisfactory evaluation it will be extended for a total duration of 4 years). This should lead to a dissertation (PhD thesis). We will draft an educational plan that includes attendance of courses and (international) meetings. We also expect you to assist in teaching undergraduates and master students.
The salary will be €2,395 to €3,061 (scale P) gross per month, based on a full-time contract of 38 hours a week. This is exclusive 8% holiday allowance and 8.3% end-of-year bonus. A favourable tax agreement, the ‘30% ruling’, may apply to non-Dutch applicants. The Collective Labour Agreement of Dutch Universities is applicable.
Are you curious about our extensive package of secondary employment benefits like our excellent opportunities for study and development? Take a look here.
38 hours per week
Science Park 904