PhD Position in Safe Learning for Interconnected Systems

1 maand geleden


Delft, Zuid-Holland, Nederland TU Delft Voltijd
Job Description

The successful applicants will work on developing and testing new AI techniques for complex interconnected systems, such as those in future 6G and beyond communications and in mobile & edge computing platforms.

Safe learning is a key research challenge in AI today. The lack of principled and practical SL algorithms prevents the use of AI in many critical application domains, especially those with strict quality-of-service criteria that operate under volatile and unforeseen conditions. The goal of these positions is to contribute to the development of the next generation of AI tools that are safe, robust against various sources of uncertainty, and prompt in adapting to environmental and mission changes.

The positions are part of a new Marie Curie Training Network called FINALITY, in which TU Delft joins forces with top universities and industries. The PhD students will have opportunities for internships with other academic and industry partners and will be able to participate in thematic summer schools and workshops organized by the project.

Requirements
  • Strong motivation to tackle challenging research problems.
  • M.Sc. or equivalent in Mathematics, Computer Science, or Electrical Engineering.
  • Strong interest in applied optimization, AI/ML, algorithm design (primary); and communication/computing systems (secondary). Prior research experience and publications are a plus.
  • Excellent academic results (First-class honors or equivalent).
  • Very good command of spoken and written English.

Doing a PhD at TU Delft requires English proficiency at a certain level to ensure that the candidate is able to communicate and interact well, participate in English-taught Doctoral Education courses, and write scientific articles and a final thesis.

Conditions of Employment

Doctoral candidates will be offered a 4-year period of employment in principle, but in the form of 2 employment contracts. An initial 1.5 year contract with an official go/no go progress assessment within 15 months. Followed by an additional contract for the remaining 2.5 years assuming everything goes well and performance requirements are met.

Salary and benefits are in accordance with the Collective Labour Agreement for Dutch Universities, increasing from € 2872 per month in the first year to € 3670 in the fourth year.

As a PhD candidate you will be enrolled in the TU Delft Graduate School. The TU Delft Graduate School provides an inspiring research environment with an excellent team of supervisors, academic staff and a mentor.

The Doctoral Education Programme is aimed at developing your transferable, discipline-related and research skills.

TU Delft offers a customisable compensation package, discounts on health insurance, and a monthly work costs contribution. Flexible work schedules can be arranged.

For international applicants, TU Delft has the Coming to Delft Service, which provides information for new international employees to help you prepare the relocation and to settle in the Netherlands.



  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionPhD Position Safe Learning for Interconnected SystemsWe are seeking a highly motivated PhD researcher to work on developing algorithms and techniques for Safe Learning (SL) in Large Interconnected Systems. This is a unique opportunity to contribute to the development of the next generation of AI tools that are safe, robust, and prompt in...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job OpportunityWe are seeking a highly motivated PhD candidate to join our research team at TU Delft. The successful applicant will work on developing novel algorithms and techniques for Safe Learning (SL) in Large Interconnected Systems.Research FocusThe goal of this project is to contribute to the development of the next generation of AI tools that are...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionThe successful applicants will work on developing and testing new AI techniques for complex interconnected systems, such as those in future (6G and beyond) communications and in mobile & edge computing platforms.Safe learning is one of the key research challenges in AI today. The lack of principled and practical SL algorithms prevents the use...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionThe successful applicants will work on developing algorithms and techniques to make Safe Learning (SL) for Large Interconnected Systems a reality. This is a unique opportunity to contribute to the development of the next generation of AI tools that are safe, robust, and prompt in adapting to environmental and mission changes.Safe learning is...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD candidate to join our team at the Institute of Healthcare Systems Science (IHSS) at the Faculty of Technology, Policy and Management (TPM) of Delft University of Technology (TU Delft). The successful candidate will be part of a dynamic research team focused on exploring and promoting systems science...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    PhD Position in Systems Science for Sustainable SafetyWe are seeking a skilled PhD candidate to optimize professional and organizational responsibility for safer care.The Institute for Health Systems Science (IHSS) at the faculty of Technology, Policy and Management (TPM) is a recently established initiative that has a mission to explore and promote systems...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionPhD Position in mmWave Radar and Machine Learning for Privacy-Aware Monitoring SystemsWe are seeking a highly motivated PhD researcher to join our team at TU Delft to work on a PhD project that focuses on designing privacy-preserving monitoring systems using mmWave radars and machine learning. The project aims to develop a system that monitors...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD candidate to join our team at the Institute of Healthcare Systems and Safety (IHSS) at the Faculty of Technology, Policy and Management (TPM). The successful candidate will be part of a dynamic research environment that focuses on exploring and promoting systems science methods in Health & Care to enable...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD researcher to join our team at TU Delft to work on a project that combines mmWave radar and machine learning to design privacy-aware monitoring systems. The goal of this project is to develop a system that can monitor a given area without compromising individual privacy.The project will involve the design...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD candidate to join our research team at TU Delft, working on the development of AI-based algorithms for safe use in telecommunication networks. The successful candidate will be part of a multidisciplinary team, collaborating with both TUDelft and KPN staff.Research ChallengesModeling the interaction between...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD student to join our research team in the field of affective computing. The successful candidate will work on developing data-efficient machine learning approaches for context-sensitive affect prediction.Research ObjectivesThe PhD project aims to explore the context-sensitivity of data-driven approaches for...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job Description TU Delft is seeking a talented PhD candidate to join our research team in the Faculty of Electrical Engineering, Mathematics and Computer Science. The successful candidate will work on a PhD project focused on developing and applying concepts from network science to model the huge number of real-time interactions between software components...


  • Delft, Zuid-Holland, Nederland Technische Universiteit Delft (TU Delft) Voltijd

    Job Title: PhD Decentralised Machine LearningWe are seeking a highly motivated and talented PhD candidate to join our team at Technische Universiteit Delft (TU Delft) as a PhD Decentralised Machine Learning researcher. The successful candidate will be part of our Tribler Lab, a renowned research group focused on developing innovative solutions for...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job OverviewWe are seeking a highly motivated PhD candidate to join our research team at TU Delft, Faculty of Aerospace Engineering. The successful candidate will work on developing a new paradigm in control theory, Artificial Physical Awareness (APA), to provide robots with accurate knowledge on their physical capabilities.Key ResponsibilitiesDevelop new...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD student to join our research team in the field of affective computing. The successful candidate will work on developing data-efficient machine learning approaches for context-sensitive affect prediction.Research ObjectivesThe PhD project aims to explore the context-sensitivity of data-driven approaches for...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job Description TU Delft is seeking a highly motivated PhD candidate to work on a project focused on scalable graph learning. The project aims to identify the trade-offs between combinatorial and neural-network-based approaches in the Graph ML space. The successful candidate will have the opportunity to contribute to the development of novel graph learning...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD candidate to join our team at the Delft University of Technology (TU Delft) in the Faculty of Technology, Policy and Management (TPM). The successful candidate will be part of the Institute of Healthcare Systems Science (IHSS) and will work on a PhD project focused on the role of professional and...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD candidate to join our team at the Institute of Healthcare Systems Science (IHSS) at the Faculty of Technology, Policy and Management (TPM) of Delft University of Technology (TU Delft). The successful candidate will be part of a dynamic research team focused on exploring and promoting systems science...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionWe are seeking a highly motivated PhD student to join our research team in the area of affective computing. The successful candidate will work on developing data-efficient machine learning approaches for context-sensitive affect prediction.Research ObjectivesThe PhD project will focus on exploring the context-sensitivity of data-driven...


  • Delft, Zuid-Holland, Nederland TU Delft Voltijd

    Job DescriptionAt TU Delft, we are seeking a highly motivated PhD researcher to join our team in the Faculty of Electrical Engineering, Mathematics and Computer Science. The successful candidate will work on a PhD project that focuses on the development of mmWave radar systems for privacy-aware monitoring applications.The PhD researcher will be part of a...