Assistant or Associate Professor in Planning & Decision Making for Autonomous Vehicles

Assistant or Associate Professor in Planning & Decision Making for Autonomous Vehicles

Published Deadline Location
1 Sep 15 Oct Delft

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Job description

The mission of the Cognitive Robotics (CoR) department at TU Delft is to develop intelligent robots and vehicles that advance mobility, productivity, and quality of life. The CoR department combines fundamental research with experimental work on physical demonstrators in areas such as self-driving vehicles, collaborative industrial robots, mobile manipulators and haptic interfaces. Of special interest are robotic solutions for complex, human-inhabited environments. Collaborations exist with cross-faculty institutes (TU Delft Robotics Institute and TU Delft Transport Institute), the national robotic ecosystem (RoboValley, Holland Robotics) and international academia and industry. Within the CoR department, the Intelligent Vehicles group covers the spectrum of machine perception, dynamics & control, and human factors for automated driving. It features a moving base vehicle simulator and a fully equipped experimental vehicle for automated driving, as well as relevant support staff.

We seek a highly qualified individual to join our faculty as an Assistant Professor (tenure-track) or Associate Professor (tenured) in the domain of Planning & Decision Making (PDM) for Autonomous Vehicles (AVs). This position offers the opportunity to develop cutting-edge PDM methods for mobile robotics and, in particular, for AVs. The aim is to have AVs navigate their traffic environment in a safe, comfortable and efficient manner. PDM can rely on inputs from on-board perception and map data, possibly extended by V2X communication (e.g. smart infrastructure, cooperative driving). The focus lies on modeling interactions with other road users in complex traffic scenarios. We seek an individual who is motivated to test the developed methods in the real-world (i.e. on-board our experimental vehicle, inputs from perception and map data can be provided by colleagues in the group) and who enjoys working together on realizing and advancing an AV "full-stack".

Specific topics of interest include, but are not limited to:

  • Frameworks: graphical models (e.g. DBNs), Markov Decision Processes (e.g. RL / IRL), game theory, imitation learning, regression-based (e.g. neural networks), end-to-end (e.g. integration of perception and PDM)
  • Use of auxiliary information w.r.t. on-board perception (e.g. map data, V2X)
  • Combining high-level decision making and low-level motion planning
  • Combining model- and data-driven approaches
  • Addressing uncertainty from perception and from interaction with other road users
  • Scenario mining
  • Generalization to different environments
  • Anomaly detection and self-assessment
  • Safety verification and validation (simulation, on-board vehicle)
  • Real-time capable frameworks for safe, comfortable and efficient navigation

Specifications

Delft University of Technology (TU Delft)

Requirements

  • PhD degree in Computer Science, Artificial Intelligence, Robotics, Electrical/Mechanical Engineering, or related discipline
  • Experience in autonomous vehicles or mobile robotics
  • Excellent track record in scientific research, as evident from publications in top-tier conferences and journals
  • Ability to provide inspiring teaching at both undergraduate and graduate levels
  • Ability and motivation to establish an own research direction within an interdisciplinary environment
  • Organizational and managerial skills to interact and cooperate effectively with staff and other research institutes and organizations, including industry
  • Proven ability in the acquisition of external funding (for Assoc. Prof. level)

TU Delft creates equal opportunities and encourages women to apply.

Conditions of employment

Fixed-term contract: 12-18 months.

This position is offered as an Academic Career Track position (0.8 – 1.0 FTE). During the Academic Career Track, we expect you to grow towards an Associate Professor position within a maximum of eight years, for which a position will be available. With other Academic Career Track colleagues, you will participate in the Academic Career Track Development programme, where you are offered ample opportunities to develop yourself in the areas of Education, Research, Societal Impact & Innovation, and Leadership & Organisation. You will regularly discuss your development and results with senior staff based on a personalized development and performance criteria agreed upon at the start of your Academic Career Track. You will start with a temporary contract that will be converted to a permanent contract no later than 12 -18 months after a positive evaluation, based on continuous confidence in your development potential and fit in the organisation. The salary for an Academic Career Track (Assistant Professor) position is min. €4.332,- to max. €6.737,- per month gross.

For exceptionally strong and experienced candidates, an Associate Professor position can be considered.
For an Associate Professor position different terms of employment apply. Depending on background and experience, the salary can range from min. € 6.002,- to max. €8.025,- per month gross. We offer an initial temporary position with the prospect of a permanent contract. The duration of the temporary position is a maximum of 1 year. After a positive performance assessment, you will be employed in a permanent Associate Professor position.

Inspiring, excellent education is our central aim. We expect you to obtain a University Teaching Qualification (UTQ) within three years if you have less than five years of teaching experience. This is provided by the TU Delft UTQ programme as part of the Academic Career Track Development programme.

TU Delft sets high standards for the English competency of the teaching staff. The TU Delft offers training to improve English competency. If you do not speak Dutch, we offer courses to learn the Dutch language within three years.

For international applicants, TU Delft has the Coming to Delft Service. This service addresses the needs of new international employees and those of their partners and families. The Coming to Delft Service offers personalised assistance during the preparation of the relocation, finding housing and schools for children (if applicable). In addition, a Dual Career Programme for partners is offered. The Coming to Delft Service will do their best to help you settle in the Netherlands.

Living conditions in the Netherlands (e.g. Delft, Hague, Amsterdam) are considered to be among the very best in Europe. The TU Delft scores consistently high in international comparisons (e.g. within top 15 in QS World Univ. Rankings 2023 in Engineering & Technology).

Employer

Delft University of Technology

Delft University of Technology is built on strong foundations. As creators of the world-famous Dutch waterworks and pioneers in biotech, TU Delft is a top international university combining science, engineering and design. It delivers world class results in education, research and innovation to address challenges in the areas of energy, climate, mobility, health and digital society. For generations, our engineers have proven to be entrepreneurial problem-solvers, both in business and in a social context.

At TU Delft we embrace diversity as one of our core values and we actively engage to be a university where you feel at home and can flourish. We value different perspectives and qualities. We believe this makes our work more innovative, the TU Delft community more vibrant and the world more just. Together, we imagine, invent and create solutions using technology to have a positive impact on a global scale. That is why we invite you to apply. Your application will receive fair consideration.

Challenge. Change. Impact!

Department

Faculty Mechanical, Maritime and Materials Engineering

From chip to ship. From machine to human being. From idea to solution. Driven by a deep-rooted desire to understand our environment and discover its underlying mechanisms, research and education at the 3mE faculty focusses on fundamental understanding, design, production including application and product improvement, materials, processes and (mechanical) systems.

3mE is a dynamic and innovative faculty with high-tech lab facilities and international reach. It’s a large faculty but also versatile, so we can often make unique connections by combining different disciplines. This is reflected in 3mE’s outstanding, state-of-the-art education, which trains students to become responsible and socially engaged engineers and scientists. We translate our knowledge and insights into solutions to societal issues, contributing to a sustainable society and to the development of prosperity and well-being. That is what unites us in pioneering research, inspiring education and (inter)national cooperation.

Click here to go to the website of the Faculty of Mechanical, Maritime and Materials Engineering. Do you want to experience working at our faculty? These videos will introduce you to some of our researchers and their work.

Specifications

  • Lecturer; Assistant professor; Associate professor; Professor
  • Engineering
  • 32—40 hours per week
  • Doctorate
  • TUD04341

Employer

Delft University of Technology (TU Delft)

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Location

Mekelweg 2, 2628 CD, Delft

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