Postdoctoral Researcher on AI Applications in LC-MS (26816)

   →  Apply before 25/01/2024 (DD/MM/YYYY) 23:59 (Brussels Time)
   →  Faculty of Medicine and Health Sciences  
   →  Department: GE31 - Biomoleculaire Geneeskunde
   →  Occupancy rate: 100%
   →  Number of positions: 1    
   →  Type of employment: Contract of unlimited duration with clause 
   →  Term of assignment:  
   →  Wage scale:  PD1 to PD4 (doctoral degree) 
   →  Required diploma: PhD 

ABOUT GHENT UNIVERSITY 

Ghent University is a world of its own. Employing more than 15,000 people, it is actively involved in education and research, management and administration, as well as technical and social service provision on a daily basis. It is one of the largest, most exciting employers in the area and offers great career opportunities. With its 11 faculties and more than 80 departments offering state-of-the-art study programmes grounded in research in a wide range of academic fields, Ghent University is a logical choice for its staff and students. 

YOUR TASKS 

The Department of Biomolecular Medicine at Ghent University is recruiting 1 postdoctoral researcher to work on the application of AI models on LC-IM-MS data, under the supervision of Prof. Dr. Lennart Martens. The project will focus on the applying cutting-edge Deep Learning techniques, such as Graph Convolutional Neural Networks to complex data acquired with liquid chromatography coupled to mass spectrometry. The objective is to accurately predict the behavior of peptides in, for example, a chromatographic column. Furthermore, this model should generalize this task to a high degree to ensure wide applicability on different post-translational modifications and experimental setups. Finally, the models could be used in a generative manner to suggest experimental designs and parameters. 

WHAT WE ARE LOOKING FOR 

• You hold a thesis-based doctorate in Analytical Chemistry, Artificial Intelligence, or a closely related field, obtained max. 6 years before the start date of the position (this term is determined by the date written on the above-mentioned required diploma). 
• You are highly motivated to work on the project and to be an active member of an international research team. 
• You already have research experience on liquid chromatography data, deep learning, and the pytorch framework. It is a plus if the candidate is able to implement sophisticated architectures such as graph convolutional networks and transformers 
• You are capable of producing high-quality written work in English, which is already visible in a strong track record of high-quality publications. 
• Experience with the automated analysis of small molecules is a plus 
• You have very good communication skills. 
• Preferably, you have documented international experience in academia. 

WHAT WE CAN OFFER YOU 

• We offer you a contract of indefinite duration with a maximum term of ​1 year​.  
•  Your contract will start on ​1/02/2024​ at the earliest. 
• Your remuneration will be determined by salary scale PD1. Click here for more information about our salary scales. 
• All Ghent University staff members enjoy a number of benefits, such as a wide range of training and education opportunities, 36 days of holiday leave (on an annual basis for a full-time job) supplemented by annual fixed bridge days, a bicycle allowance and eco vouchers.. Click here for a complete overview of all the staff benefits (in Dutch). 
• Ghent University assists with finding adequate childcare in Ghent, and runs several daycare facilities for children aged 3 months to 3 years. Click here for more information on childcare and schooling. 
• For international scholars, Ghent University also offers guidance for moving to Belgium (including for family members) and for getting your work permit (if applicable). Click here for more information. 

INTERESTED? 

Apply online through the e-recruitment system before the application deadline (see above). We do not accept late applications or applications that are not submitted through the online system. 

Your application must include the following documents: 

• In the field ‘CV’: your CV and an overview of your study results (merged into one pdf file) 
• In the field ‘Cover letter’: your application letter in pdf format 
• In the field ‘Diploma’: a transcript of the required degree (if already in your possession). If you have a foreign diploma in a language other than our national languages (Dutch, French or German) or English, please add a translation in one of the mentioned languages. 
• In the field “other documents”: a reference letter, an overview of your study results,  … 

Note that the maximum file size for each field is 10 MB. 

As Ghent University maintains an equal opportunities and diversity policy, everyone is encouraged to apply for this position. 

MORE INFORMATION 

For more information about this vacancy, please contact Prof. Lennart Martens (lennart.martens@UGent.be). Important: do NOT send your application by email, but apply online. 

Do you have a question regarding the online application process? Please read our FAQ or contact helpdesk (dpo@ugent.be - tel. 09/264 98 98).