Istituto Italiano di Tecnologia
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Postdoctoral Researcher in Machine Learning and Dynamical Systems Istituto Italiano di Tecnologia in Italy
Degree Level
Postdoc
Field of study
Computer Science
Funding
Postdoctoral collaboration contract for up to three years. Gross annual salary between €37,500 and €48,000. Private healthcare coverage may be available depending on the role and contract. Possible tax deduction benefits for eligible candidates from abroad or Italians with qualifying research activity abroad.
Deadline
Oct 31, 2026
Country
Italy
University
Istituto Italiano di Tecnologia
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About this position
Postdoctoral Researcher in Machine Learning and Dynamical Systems at the Istituto Italiano di Tecnologia (IIT), based at CHT Erzelli, Genoa, Italy.
This postdoctoral opening sits in the Computational Statistics and Machine Learning Unit led by Massimiliano Pontil and is funded by the ERC Advanced Grant project LEO – Learning Evolution Operators. The project focuses on learning the dynamics underlying temporal phenomena from observed trajectories, with particular attention to linear evolution operators, their spectra, and interpretable representations of complex nonlinear systems.
Research themes include machine learning, dynamical systems, applied mathematics, operator theory, computational linear algebra, probability and statistics, partial differential equations, and stochastic differential equations. The role may involve theoretical foundations, algorithm development, scientific applications, open-source software, and collaboration with domain experts on atomistic systems and climate-related regime shifts.
Eligibility highlights: a PhD in applied mathematics, computer science, physics, or a closely related field; strong expertise in at least one relevant technical area; strong publication record; programming skills in Python and TensorFlow; and strong English communication skills.
Funding and contract: collaboration contract for up to three years, with a gross annual salary of €37,500–€48,000. Private healthcare coverage may be available depending on the role and contract.
Application deadline: 31 October 2026. Apply online and submit a CV, a research statement (max 3 pages), and two reference letters.
Funding details
Postdoctoral collaboration contract for up to three years. Gross annual salary between €37,500 and €48,000. Private healthcare coverage may be available depending on the role and contract. Possible tax deduction benefits for eligible candidates from abroad or Italians with qualifying research activity abroad.
What's required
A PhD in applied mathematics, computer science, physics, or a closely related discipline; strong expertise in at least one of computational linear algebra, dynamical systems, functional analysis and operator theory, machine learning theory, probability and statistics, partial differential equations, or stochastic differential equations; a strong publication record in leading conferences and/or journals; strong programming skills in Python, TensorFlow, and related scientific computing and machine learning tools; good spoken and written English; ability to communicate, organise, and publish research effectively; ability to work independently and collaboratively in a highly interdisciplinary environment.
How to apply
Submit the application through the online application form by 31 October 2026. Include a CV, a research statement of no more than three pages, and two reference letters.
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