Italy Job Openings
Istituto Italiano di Tecnologia
Postdoc in Machine Learning Theory and Algorithms (large scale efficient learning algorithms)
Genoa
September 9, 2024
- (2400006E)
Commitment & contract: Postdoctoral, 1 year
Location: Genoa
ABOUT US
At IIT we work 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.
YOUR TEAM
We are looking for one postdoc in Machine Learning theory and algorithms possibly with applications in large scale efficient learning algorithms. The research themes include sketched large-scale algorithms and modern overparameterized models through the lens of regularization and optimization, and possibly the study of physics-informed machine learning. You will be working in a multicultural and multi-disciplinary group where computer scientists, mathematicians and engineers collaborate, each with their own expertise, to carry out common research.
The candidate will work on IIT@MIT research line in collaboration with the research unity of Prof. Rosasco of Genoa University, who has extensive experience in machine learning theory, algorithms and applications. The research focuses on machine learning theory, algorithms, and applications, with an emphasis on efficient machine learning algorithms with applications to robotics.
ESSENTIAL REQUIREMENTS
- A Ph D in mathematics, computer science, engineering, physics
- Documented experience in machine learning, statistics, optimization, applied analysis (inverse problems), control theory, reinforcement learning
- A strong mathematical and computational background
- A strong publication record
- The ability to properly report, organize and publish research data
- Documented experience in coaching junior scientists
- Good command in spoken and written English
- Experience in both computational and modeling aspects (e.g. optimization and statistics / inverse problems)
- Good communication skills
- Strong problem solving attitude
- High motivation to learn
- Spirit of innovation and creativity
- Good in 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.
- An equal, inclusive and multicultural environment ready to welcome you with open arms. Discrimination is a big NO for us!
- We like contamination and encourage you to mingle and discover what other people are up to in our labs!
- If paperwork is not your piece of cake, we got you! There’s a specialized team working to help you with that, especially during your relocation!
- If you are a startupper or a business-minded person, you will find some exceptionally gifted professionals ready to nurture and guide your attitude and aspirations.
- If you want your work to have a real impact, in IIT you will find an innovative and stimulating culture that drives our mission to contribute to the improvement and well-being of society!
- We stick to our values! Integrity, courage, societal responsibility and inclusivity are the values we believe in! They define us and our actions in our everyday life. They guide us to accomplish IIT mission!
Please submit your application using the online form and including a detailed CV, university transcripts, cover letter (outlining motivation, experience and qualifications) and contact details of 2 references.
Application’s deadline: 24.09.2024
We inform you that the information you provide will be used solely for the purposes of evaluating and selecting professional profiles in order to meet the requirements of Istituto Italiano di Tecnologia.
Your data will be processed by Istituto Italiano di Tecnologia, based in Genoa, Via Morego 30, acting as Data Controller, in compliance with the rules on protection of personal data, including those related to data security.
Please also note that, pursuant to articles 15 et. seq. of European Regulation no. 679/2016 (General Data Protection Regulation), you may exercise your rights at any time by contacting the Data Protection Officer (phone Tel: +39 010 28961 - email: dpo@iit.it - kindly note that this e-mail address is exclusively reserved for handling data protection issues. Please, do not use this e-mail address to send any document and/or request of information about this opening).
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