Summary
The Istituto Italiano di Tecnologia (IIT) is inviting applications for a Postdoctoral Researcher position in Machine Learning and Dynamical Systems. This role focuses on research at the intersection of data-driven methods and dynamical systems theory, with applications in modelling, prediction and control of complex systems. The appointment offers the opportunity to join a multidisciplinary team and contribute to cutting-edge projects in computational science and machine learning.
Designation
Postdoctoral Researcher in Machine Learning and Dynamical Systems
Key Information
| Organization | Fondazione Istituto Italiano di Tecnologia (IIT) |
|---|---|
| Position | Postdoctoral Researcher |
| Research Area | Machine Learning, Dynamical Systems, Computational Modelling |
| Location | Istituto Italiano di Tecnologia — Genova, Italy (or other IIT sites as specified) |
| Type | Fixed-term research appointment (Postdoctoral) |
| Apply Link | Official job listing and application page |
| Last Date for Apply | Please check the official job page for the current deadline. |
Research Area
This position is aimed at candidates working on topics that combine machine learning with the theory and practice of dynamical systems. Relevant research directions include, but are not limited to:
- Data-driven identification of dynamical models
- Learning and forecasting nonlinear time series
- Control and estimation for complex systems using ML techniques
- Hybrid approaches combining physics-based models and machine learning
- Numerical methods and algorithm development for large-scale systems
Location
The primary location is the Istituto Italiano di Tecnologia. Specific lab or center location will be detailed in the official vacancy notice and may depend on the research group hosting the postdoctoral appointment.
Eligibility / Qualification
- PhD (completed or near completion) in Computer Science, Applied Mathematics, Physics, Engineering or a closely related discipline.
- Strong background in machine learning, statistical learning, numerical methods or dynamical systems theory.
- Experience with scientific programming (e.g., Python, MATLAB, C++) and relevant ML libraries and tools.
- Track record of research outputs (publications, preprints or technical reports) in relevant fields.
- Good communication skills in English; knowledge of Italian is an advantage but not strictly required.
- Ability to work independently and as part of a multidisciplinary research team.
Scholarship / Position Description
The postdoctoral researcher will carry out independent and collaborative research projects that integrate machine learning methods with dynamical systems modelling. Typical responsibilities may include:
- Designing and implementing data-driven algorithms for system identification and forecasting.
- Developing hybrid modeling frameworks that combine first-principles models with learned components.
- Contributing to experimental design, numerical simulations and benchmarking.
- Preparing publications, presenting results at conferences and participating in group activities.
- Collaborating with other teams within IIT and external partners on interdisciplinary projects.
Personal Data Processing — Summary for Applicants
Applicants’ personal data will be processed by Fondazione Istituto Italiano di Tecnologia (IIT) for the purposes of managing the selection process. Key points:
- Data Controller: Fondazione Istituto Italiano di Tecnologia, Via Morego, 30 – 16163 Genova. Phone: +39 010 28961.
- Data Protection Officer (DPO): dpo@iit.it
- Types of data processed include contact and identity information, CV details, referees if provided, and—where applicable—special categories of data for fitness for work assessments.
- Data are processed for recruitment and pre-contractual purposes and where required by law. Lawful bases include contract performance, compliance with legal obligations, and legitimate interests.
- Data will be stored no longer than necessary for the selection process (generally up to 18 months; video interview recordings up to 90 days), unless further consent is provided.
- Applicants may exercise rights of access, rectification, erasure, restriction, portability and objection by contacting the DPO at dpo@iit.it, and may lodge a complaint with the national supervisory authority (Autorità Garante per la Protezione dei dati personali).
How to Apply
To apply, follow these steps:
- Visit the official vacancy page: IIT job listing.
- Create or log in to the application portal and complete the online application form.
- Upload the required documents, which commonly include a CV, a cover letter outlining research interests and fit for the position, copies of academic transcripts, and contact details for referees. If requested, provide letters of reference or ensure referees can be contacted.
- Ensure you consent to the processing of personal data as part of the application, where required.
- Monitor the application portal and your email for further communications regarding selection steps (e.g., interviews).
Last Date for Apply
Open until filled
