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Motivation: Automated machine learning (AutoML) is the process of automating the tasks of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model. Perception for autonomous driving is heavily data-driven and requires constant updating the learning strategy to cope with new conditions. Thus, learning automatically is highly desired.
Objectives: This project aims to develop a full state-of-the-art autoML architecture that particularly adopted to perception for autonomous driving. In detail, the system contains 1. Automatic collect and label new data for network training. 2. Automatic configuration of the network structure. 3. Automatic multi-tasking.
What are you going to do?
First priorities, you will be required to deliver cutting edge research and products in this topic:
Career development, through this position, you will have opportunities to develop your academic career through opportunities including but not limited to:
What do you have to offer?
Your experience and profile:
We offer a temporary employment contract for 38 hours per week for a period of 12 months. The preferred starting date is June 2023 or earlier. If we assess your performance positive, your contract will be extended with 24 months.
The gross monthly salary, based on 38 hours per week and dependent on relevant experience, ranges between € 2,960 to € 4,670 (scale 10). This does not include the 8% holiday allowance and the 8,3% year-end allowance the UvA offers. The UFO profile Researcher 4 is applicable. A favourable tax agreement, the ‘30% ruling’, may apply to non-Dutch applicants. The Collective Labour Agreement of Universities of the Netherlands is applicable.
Besides the salary and a vibrant and challenging environment at Science Park we offer you multiple fringe benefits:
The University of Amsterdam is one of the largest comprehensive universities in Europe. With some 40,000 students, 6,000 staff, 3,000 PhD candidates, and an annual budget of more than 850 million euros, it is also one of Amsterdam’s biggest employers.
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