Postdoctoral position in Bio Statistics: The Development of Adaptive Interventions to Promote Life-Long Learning
3 weeks ago
Project description
Interventions to promote lifelong learning show promising results but are hampered by large individual differences in response. It is evident that we need to rethink the premises of randomized controlled trials (RCTs) to better predict who will benefit from which intervention. As a first step in this process we sought to utilize existing prospective cohort studies and intervention data to predict individual factors conducive to lifelong learning trajectories. Examples of such data come from the Betula study, the Västerbotten Intervention Programme (VIP), exercise and cognitive training interventions, and rehabilitation studies.
The candidate will be part of the sub project 'Adaptive Interventions to Promote Life-Long Learning', aimed at leveraging the rich longitudinal databases to better understand how health-promoting lifestyle interventions can promote cognitive abilities in aging. The main task is to develop methods for predicting health outcomes using dynamic and adaptive modeling whilst addressing statistical challenges the analysis pose. This will contribute to constructing individualized, AI-based interventions that can be updated using individual characteristics that may change over time, e.g. motivation, health, and activity. Outputs from this project will include new models and estimation tools, and will inform the design of future interventions to promote life-long learning.
Work description
An appointment as a postdoctoral fellow aims to provide the employee with an early opportunity to develop independence as a researcher after completing their doctorate and to create conditions for further qualifications. The postdoctoral fellow may, upon agreement and needs at the department, teach up yo 20% of full time at both undergraduate and advanced levels. The postdoc will be based within the Department of Statistics at USBE and work closely with both the Department of Computer Science and Umeå Center for Functional Brain Imaging (UFBI). The research will also connect with other sub projects in the research initiative.
The position is full time for a duration of three years. Starting date upon agreement, but not later than January 1, 2025.
Qualification requirements
The candidate is required to have a Ph.D. degree in a relevant area such as (bio)statistics, computational cognitive neuroscience, computer science, or epidemiology, and expertise in computational neuroscience, probabilistic programming, (bio-)statistical analysis. This eligibility requirement must be met at the latest at the time the employment decision is made. Priority will be given to candidates who have completed their doctoral degree no more than three years before the closing date of the application. A candidate who has completed their degree prior to this may be considered if special circumstances exist. Special circumstances include absence due to illness, parental leave, appointments of trust in trade unions or similar circumstances.
In ranking qualified applicants, special consideration will be given to experiences in bio-statistical methods development and/or adaptive interventions. The position further requires proficiency in academic written and spoken English. Additionally, the postdoctoral candidate should submit a research plan outlining their research interests in relation to the postdoctoral position.
How to apply
The application should include:
The application is to be submitted on Umeå University recruitment system no later than August 31, 2024.
More about Umeå School of Business, Economics and Statistics (USBE)
As an internationally respected, nationally influential, and regionally rooted part of Umeå University, Umeå School of Business, Economics, and Statistics contributes to societal development through education and research of a high international standard.
Through interplay with surrounding society, we provide education and research that contributes to the understanding, ability, and responsibility of individuals in relation to societal challenges and the importance of sustainable development.
In collaboration with our surrounding society, we provide education and research that contributes to individuals' understanding, ability and responsibility in relation to societal challenges and the importance of sustainable development. We are AACSB-accredited and sustainability certified according to the environmental management standard ISO14001.
The Department of Business Administration, the Department of Economics, the Department of Statistics and The USBE office form USBE, with about 150 employees. About 3800 students follow our programs every year and we offer education from the undergraduate to the doctoral program level in all of our main disciplines – Business Administration, Economics and Statistics.
The Department of Statistics has about 30 members of staff. We conduct research with the field of Statistical Sciences, both method development and empirical research, in collaboration with other sciences.
We welcome your application
-
Umeå, Västerbotten, Sweden Umeå University Full timeProject description Interventions to promote lifelong learning show promising results but are hampered by large individual differences in response. It is evident that we need to rethink the premises of randomized controlled trials (RCTs) to better predict who will benefit from which intervention. As a first step in this process we sought to utilize existing...
-
Umeå, Sweden Umeå University Full timeWe are looking for someone who has or will soon defend their thesis, with previous education in statistics, data processing and/or bioinformatics, to contribute to research on brain diseases. You will work relatively independently as a postdoc, in a group conducting research on Parkinson's disease and other alpha-synucleinopathies, such as multiple system...
-
Post doctor
1 month ago
Umeå, Sweden Umeå University Full timeProject description and working tasks The rapid development of autonomous systems, connected devices, and distributed applications poses several challenges in dealing with petabytes of data in diverse resource-constrained environments. Federated machine learning (FML) is a collaborative learning solution to handle these problems without sharing data with...
-
Umeå, Sweden Umeå University Full timeProject description and tasks Machine learning (‘artificial intelligence’) is having an immense impact on both society at large and research especially, and this impact is expected to increase. This boom is driven by so-called deep neural networks, a class of machine learning models proven incredibly powerful, versatile, and capable of solving many...
-
Umeå, Västerbotten, Sweden Umeå University Full timeProject description and tasks Machine learning ('artificial intelligence') is having an immense impact on both society at large and research especially, and this impact is expected to increase. This boom is driven by so-called deep neural networks, a class of machine learning models proven incredibly powerful, versatile, and capable of solving many machine...
-
Umeå, Sweden Umeå University Full timeProject description and tasks Machine learning (‘artificial intelligence’) is having an immense impact on both society at large and research especially, and this impact is expected to increase. This boom is driven by so-called deep neural networks, a class of machine learning models proven incredibly powerful, versatile, and capable of solving many...
-
Umeå, Sweden Umeå University Full timeProject description Single bacterial genomics and transcriptomics holds a great promise of improving our understanding of the microbiology world, discovering new enzymatic activities, or identifying the antibiotic resistance amongst others. Bacterial populations exhibit significant heterogeneity, allowing distinct cell subgroups to thrive in diverse...
-
Postdoctoral position
3 days ago
Umeå, Sweden Umeå University Full timeProject description The Ultrafast Nanoscience Group () research focus is the study of both the fundamental and applied aspects of light-matter interactions at the nanoscale. In more detail, we study light-driven charge, spin and lattice dynamics and strong optical nonlinearities in nano- and meta-materials for opto-electronics and information processing,...
-
Umeå, Västerbotten, Sweden Umeå University Full timeProject DescriptionSingle bacterial genomics and transcriptomics play a crucial role in advancing our knowledge of the microbiology realm, discovering new enzymatic activities, and identifying antibiotic resistance, among other breakthroughs.Bacterial populations display significant diversity, enabling different cell subgroups to thrive in various settings....
-
Postdoctoral researcher
2 weeks ago
Umeå, Västerbotten, Sweden Umeå University Full timeProject description and working tasks The proposed projects target serine and cysteine proteases with small organic molecules, with the aim to modulate the function of the enzymes for relevant medical applications, including infectious diseases and toxifications. The postdoctoral research will include organic synthesis and biochemical and biophysical...
-
Umeå, Västerbotten, Sweden Umeå University Full timeJoin our Team!Position: Postdoctoral Research FellowDuration: Two years, Full-timeFocus: Brain mechanisms supporting cognitive function in older adultsWe are seeking a postdoctoral research fellow to join the Department of Medical and Translational Biology. In this role, you will be part of a project that delves into the brain mechanisms responsible for...
-
Umeå, Västerbotten, Sweden Sveriges Lantbruksuniversitet Full timeDepartment of Forest Resource ManagementWe are looking for a Research Engineer who would like to establish themselves at our Division of Forest Remote Sensing (FRS) in the long term, with tasks evolving into the support of research in data handling and deployment of computer processes in HPC procedures. We work with developments of remote sensing methods for...
-
Postdoctoral researcher in Sociology
2 weeks ago
Umeå, Västerbotten, Sweden Umeå University Full timeProject description and work tasks The project, which will analyse the contemporary commemoration and contestation of the Holocaust on social media during its anniversaries in English, Swedish and German linguistic settings, is led by Associate Professor Samuel Merrill. The project will also study the role that social media platforms play in these matters...
-
Postdoctoral researcher in Sociology
2 weeks ago
Umeå, Sweden Umeå University Full timeProject description and work tasks The project, which will analyse the contemporary commemoration and contestation of the Holocaust on social media during its anniversaries in English, Swedish and German linguistic settings, is led by Associate Professor Samuel Merrill. The project will also study the role that social media platforms play in these matters...
-
Umeå, Sweden Umeå University Full timePostdoctoral Researcher in Pathology with a Focus on Cancer Research, Primarily Metastatic Prostate Cancer The Department of Medical Biosciences is seeking a motivated and scientifically driven postdoctoral researcher in pathology for translational studies related to aggressive prostate cancer. The appointment aims to further scientific qualifications...
-
Umeå, Sweden Umeå University Full timePostdoctoral Researcher in Pathology with a Focus on Cancer Research, Primarily Metastatic Prostate Cancer The Department of Medical Biosciences is seeking a motivated and scientifically driven postdoctoral researcher in pathology for translational studies related to aggressive prostate cancer. The appointment aims to further scientific qualifications...
-
System developer
7 days ago
Umeå, Sweden Umeå University Full timeSystem developer Umeå University and SciLifeLab are seeking a Systems Developer to work within a newly established unit at SciLifeLab, Training Hub. SciLifeLab, Science for Life Laboratory, is a national center for molecular biosciences in Sweden, developing and maintaining unique research infrastructure, services, and data resources for life science...
-
Umeå, Västerbotten, Sweden Euro Math Soc Full timeThe Department of Mathematics and Mathematical Statistics is opening a PhD position in mathematics, within the WASP AI program, focusing on geometric deep learning.The position covers four years of third-cycle studies, including participation in research and third-cycle courses. The last day to apply is 10 June 2024.This recruitment is part of a more...
-
Postdoctoral researcher
2 weeks ago
Umeå, Sweden Umeå University Full timeProject description and working tasks The proposed projects target serine and cysteine proteases with small organic molecules, with the aim to modulate the function of the enzymes for relevant medical applications, including infectious diseases and toxifications. The postdoctoral research will include organic synthesis and biochemical and biophysical...
-
Umeå, Sweden Umeå University Full timeProject description and tasks This project addresses a fundamental topic in evolution concerning how and why microbes interact in the ways they do. We know that microbes have many possible options, or strategies, regarding what resources they consume to grow. Depending on these choices, pairs of microbes may either compete or cooperate. What actually...
