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Postdoctoral Researcher in AI for Image Analysis

2 maanden geleden


Groningen, Groningen, Nederland Rijksuniversiteit Groningen Voltijd

Position Overview

This role is designed for a duration of two years, focusing on advanced research in the domains of Machine Learning, Image Analysis, and Embedded Artificial Intelligence. The successful candidate will engage in various tasks including:

  • Conducting research on the acquisition of plant imagery utilizing diverse camera technologies such as RGB, RGBI, multispectral, and hyperspectral.
  • Assessing the significance of each imaging modality.
  • Creating methodologies for classifying images of both healthy and stressed crops.
  • Modifying models for effective deployment on multiple edge computing devices.
  • Evaluating the performance of the final implementations.

This project involves collaboration with a wide range of academic and industrial partners, culminating in the demonstration of a product that meets the needs of industry stakeholders. This environment offers a unique opportunity for impactful research, contributing to academic publications while addressing a significant societal challenge.

About the Organization

Established in 1614, Rijksuniversiteit Groningen is recognized globally as a leading institution for higher education, providing exceptional teaching and research opportunities. With a vibrant community of over 34,000 students and researchers, the university fosters the development of individual talents across a multitude of disciplines. As one of Europe’s top research universities, it ranks among the top 100 globally.

The Faculty of Science and Engineering (FSE) hosts the Engineering and Technology Institute Groningen (ENTEG), which engages in a broad spectrum of engineering research, including mechanical engineering, electronic materials, MEMS, nanotechnology, control engineering, and robotics.

Research Collaboration

This postdoctoral project is a joint initiative between the Discrete Technology and Production Automation (DTPA) group and the Intelligent Systems Group. The Embedded AI/ML research focus within DTPA, led by Dr. Bahar Haghighat, is dedicated to developing machine learning solutions suitable for low-power, low-memory embedded devices.

Candidate Qualifications

  • A PhD in Mathematics, Computer Science, Electrical Engineering, or a related field with robust mathematical training.
  • Demonstrated research excellence, evidenced by publications in international peer-reviewed journals and conferences, along with a relevant international network.
  • A proactive, respectful, and innovative professional demeanor.
  • Ability to work autonomously as well as collaboratively.
  • Strong analytical and problem-solving skills.
  • High cross-cultural sensitivity and effective communication abilities.
  • Proficiency in English; knowledge of Dutch is advantageous but not mandatory.

Employment Conditions

We offer a competitive salary in accordance with the Collective Labour Agreement for Dutch Universities, which includes:

  • A salary ranging from €3,877 to €5,090 gross per month, based on qualifications and experience.
  • An annual holiday allowance of 8% of gross income.
  • An end-of-year allowance of 8.3%.
  • A position available for one year, with the possibility of extension.