Postdoctoral Researcher in Machine Learning
5 giorni fa
We are seeking a highly skilled Postdoctoral Researcher to join our team at Istituto Italiano di Tecnologia. As a Postdoctoral Researcher, you will be working on a project focused on developing an AI-based platform for identifying criminal organized networks.
Key Responsibilities- Support and contribute to the development of the Knowledge Graph deriving from the datasets implemented during the project.
- Feed the RITHMS SNA platform with the Knowledge Graph.
- Collaborate with a multicultural and multi-disciplinary team to carry out common research.
- Ph.D. in computer science or a related field with specialization in Machine Learning.
- Experience working with heterogeneous datasets and documented knowledge of technologies for the creation and storage of knowledge graphs (Neo4j).
- Documented experience in the implementation of ML methods for the analysis of knowledge graphs.
- Proficiency with Python.
- Experience on Deep Learning algorithms and relevant platforms (PyTorch or TensorFlow).
- Proficiency in English language (written and oral).
- Experience on unsupervised or semi-supervised Deep Neural Networks, such as autoencoders and Graph Neural Networks (GNNs).
- Experience in grant proposal preparation at National and/or European level.
- Good communication skills.
- Strong problem-solving attitude.
- High motivation to learn.
- Spirit of innovation and creativity.
- Good at time and priority management.
- Ability to work in a challenging and international environment.
- Ability to work independently and collaboratively in a highly interdisciplinary environment.
- Competitive salary package for international standards.
- Private health care coverage (depending on your role and contract).
- Wide range of staff discounts.
- Candidates from abroad or Italian citizens who permanently work abroad and meet specific requirements, may be entitled to a deduction from taxable income of up to 90% from 6 to 13 years.
Istituto Italiano di Tecnologia is a research institute that works enthusiastically to develop human-centered Science and Technology to tackle some of the most pressing societal challenges of our times and transfer these technologies to the production system and society.
We promote excellence in basic and applied research such as neuroscience and cognition, humanoid technologies and robotics, nanotechnology, materials for a truly multidisciplinary scientific experience.
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