Postdoctoral Researcher in Distributed Machine Learning

1 month ago


Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

Project Overview
Chalmers tekniska högskola is seeking a postdoctoral researcher to join our team in the area of distributed machine learning. The successful candidate will contribute to advancing the understanding and techniques for performing distributed machine learning tasks in current and emerging scenarios.

About the Position
The postdoctoral researcher will be part of our research group focused on distributed machine learning, working on developing modern machine learning methods addressing privacy, data heterogeneity, domain shift, decentralization, and communication/computation limitations. The candidate will extend our recently developed methodologies to the aforementioned research topics.

Responsibilities
The successful candidate will conduct research in the areas of distributed machine learning, including extending our previous results on the performance of distributed machine learning methods to understand privacy preservation and handling data heterogeneity. The candidate will also assist with supervision of PhD students and be involved in relevant teaching activities.

Requirements
We invite candidates with a PhD degree in a suitable field of research, such as computer science, mathematics, electrical engineering, or similar areas. Experience in machine learning, distributed systems, or distributed optimization, and familiarity with theoretical analysis methods in machine learning, especially statistical approaches, are highly appreciated.

Contract Terms
This postdoc position is a full-time temporary employment for two years. Chalmers offers a cultivating and inspiring working environment in the coastal city of Gothenburg.



  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Project OverviewThe DSAI division at Chalmers tekniska högskola is seeking a highly qualified postdoctoral researcher to contribute to the advancement of distributed machine learning techniques. This position aims to extend our existing methodologies to address critical challenges in the field, including privacy preservation, data heterogeneity, and...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The postdoctoral position in the mathematical foundations of machine learning offers the opportunity to conduct rigorous research in the field. As a member of our research group, you will work on projects that contribute to the development of machine learning methods and collaborate with international researchers. Through this position, you will gain...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Research OpportunitiesThis postdoctoral position offers the chance to explore fundamental problems of machine learning through rigorous methods. As a member of our research group, you will have the opportunity to work on projects that align with the group's research direction, contributing to the development of new ideas and approaches. Our extensive network...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Job SummaryWe are seeking a highly motivated Postdoctoral Researcher to join our team at the Department of Electrical Engineering. The successful candidate will conduct cutting-edge research in machine learning for wireless networks, collaborating with our team of experts in the field.About the PositionThe postdoctoral position is a full-time temporary...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the PositionChalmers tekniska högskola offers a postdoctoral fellow position in machine learning for medical image analysis. This is a full-time temporary employment for two years.Job DescriptionThe primary responsibility as a postdoc is to conduct independent research within the field of machine learning and its applications in medical imaging. The...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    OverviewChalmers tekniska högskola, a leading research university in Sweden, invites applications for a postdoctoral position in machine learning over wireless networks. The successful candidate will be part of a dynamic and internationally renowned research environment with opportunities for cutting-edge research, collaboration, and career growth.SalaryThe...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The Department of Electrical Engineering at Chalmers University of Technology is seeking a highly motivated postdoctoral researcher to join our team in the project ELaaS (Energy optimal urban Logistics As A Service).The project aims to develop innovative mathematical models for last-mile distribution that take into account the complexity of energy supply,...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The Department of Electrical Engineering at Chalmers tekniska högskola is seeking a highly motivated postdoctoral researcher to join our team. The research group focuses on applications in the transportation and energy sectors, with a long tradition in robust, optimal control design solutions. Our research has a particular focus on organizations in various...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Chalmers tekniska högskola is seeking a highly skilled postdoctoral researcher to join our team in the area of 6G wireless security. The successful candidate will be part of our research group focused on designing next-generation sustainable mobile communications systems.The postdoctoral researcher will work on developing world-class research on physical...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    As a researcher in machine learning for wireless networks, you will be part of a team that aims to develop novel algorithms and techniques to improve the design and management of wireless networks. The selected candidate will be jointly supervised by Prof. Giuseppe Durisi and Assist. Prof. Christian Häger at the Department of Electrical Engineering,...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Postdoctoral Researcher in Quantum ComputingWe are seeking a highly motivated Postdoctoral Researcher to join our team at Chalmers tekniska högskola. As a Postdoctoral Researcher, you will have the opportunity to work on cutting-edge quantum computing projects, focusing on the development of software solutions for the automatic calibration and...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Postdoctoral Position in Medical Image AnalysisThe position is focused on research in applications of image analysis in the biomedical area, developing automatic methods to interpret images from medical imaging systems. The project aims to develop models to evaluate, predict and prognosticate diseases, focusing on lung cancer mainly using computed tomography...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    About the ProjectThis position is focused on research in applications of image analysis in the biomedical area, e.g. developing automatic methods to interpret images from medical imaging systems. The project aims to develop models to evaluate, predict and prognosticate diseases, focusing on lung cancer mainly using computed tomography images (CT), and other...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The PhD position is an exciting opportunity to explore the theoretical foundations of machine learning and its applications in societal problems. As a researcher in statistical physics and probability theory, you will have the chance to develop sophisticated methods and apply them to real-world issues. You will be part of a dynamic and international...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    At Chalmers tekniska högskola, we are seeking a highly skilled Postdoctoral Researcher to join our team in the field of energy management systems for local energy communities.Our purpose is to conduct research within a broad range of topics in electric power technology, focusing on the development of interdisciplinary research areas within the university...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Job DescriptionThe use of finite element human body models in road safety has the potential to evaluate injuries for a wider range of population and road users. In this project, you will work towards the development of human body models and associated workflows for injury assessment of vulnerable road users.ResponsibilitiesContribute to the development and...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    The use of finite element Human Body Models in road safety offers a new possibility of evaluating injuries for a wider range of population and road users. In this project, you will work towards the development of human body models and associated workflows for injury assessment of Vulnerable road users. You will have the opportunity to contribute to the open...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Project OverviewWe are seeking two highly motivated and skilled postdoctoral researchers to contribute to our exciting research in terahertz electronics. The project aims to investigate and create a new framework for terahertz semiconductor electronics for space-borne Earth climate observations by combining high-performance compound semiconductors with...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Chalmers tekniska högskola is seeking a highly skilled postdoctoral researcher to join our team in the field of energy management systems for local energy communities. The successful candidate will contribute to the development of innovative solutions and technologies enabled by digitalization for local energy communities.The postdoctoral researcher will...


  • Gothenburg, Västra Götaland, Sweden Chalmers tekniska högskola Full time

    Are you passionate about advancing your academic career in a well-funded, expanding team focused on quantum computing? We invite you to lead our software development efforts for the automatic calibration and characterisation of our quantum processors. As a postdoctoral researcher, you will be part of a vibrant, growing group of over 30 professionals, with...