Postdoctoral Researcher in Machine Learning

4 settimane fa


Venezia, Veneto, Italia Istituto Italiano di Tecnologia A tempo pieno
About the Role

We are seeking a highly skilled Postdoctoral Researcher to join our team at Istituto Italiano di Tecnologia (IIT) in Venice, Italy. As a Postdoctoral Researcher, you will be working in a multicultural and multi-disciplinary group, collaborating with computational scientists, material engineers, chemists, physicists, digital humanists, and archaeologists to carry out common research.

Project Overview

The successful candidate will be working in the framework of the EC Horizon Europe RITHMS project (GA 101073932), which aims to boost the operational capacity of Police and Customs/Border Authorities in addressing the illicit trafficking of cultural goods through multidisciplinary research, technological innovation, outreach, and training. The project will develop an interoperable AI-based platform able to identify criminal organized networks by leveraging the methods of Social Network Analysis (SNA) and drawing from multiple datasets as sources of information.

Responsibilities
  • Support and contribute to the development of the Knowledge Graph deriving from the datasets implemented during the project and feeding RITHMS SNA platform.
  • Collaborate with the team to design and implement Machine Learning methods for the analysis of knowledge graphs.
  • Work with heterogenous datasets and documented knowledge of technologies for the creation and the storage of knowledge graphs (Neo4j).
  • Implement ML methods for the analysis of knowledge graphs and contribute to the development of the RITHMS SNA platform.
Requirements
  • Ph.D. in computer science or a related field with specialization in Machine Learning (ML).
  • Experience working with heterogenous datasets and documented knowledge of technologies for the creation and the 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).
What We Offer
  • 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.
About IIT

IIT is a research-intensive institution 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. Our Genoa headquarters are strictly interconnected with the other 11 centers around Italy and two outstations based in the US. 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.

How to Apply

If you are a highly motivated and experienced researcher in Machine Learning and Data Science, we encourage you to apply for this exciting opportunity. Please submit your application, including your CV, cover letter, and contact information for at least two academic referees.



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