Machine Learning Expert in Geosciences
il y a 2 semaines
Faculty of Sciences:
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Department: WE1
Geologie:-
Occupancy rate:100%:
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Number of positions: 1:
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Type of employment: Contract of limited duration:
Term of assignment: 3 months:
Wage scale: WM1 to WM4 (master degree or doctoral decree):
Required diploma: Master or PhD
ABOUT GHENT UNIVERSITY
Ghent University is a world of its own.
Employing more than 8,000 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
You will work in the Department of Geology (Faculty of Sciences) within the BELSPO RV New Belgica funded project "Towards 3D TURbidity by correlating multiBEAM sonar and in-situ Sensor data (TURBEAMS)" which is a collaboration between the Flanders Marine Institute (VLIZ), the Royal Belgian Institute of Natural Sciences and Ghent University.
The objective of this project is to estimate the turbidity and suspended particular matter (SPM) in the sea water columns using backscatter values from multibeam sonars.
As a researcher at Ghent University, you will be responsible for the following tasks:- Investigating the relation between multibeam data and insitu turbidity and SPM data using datadriven predictive modelling, machine learning and classification techniques accounting for the expected spatial correlation in the multibeam acoustic data;
- Developing an adapted data processing workflow in Python to predict insitu turbidity from multibeam data using the identified relationship
WHAT WE ARE LOOKING FOR
- You hold a Master's degree or a thesisbased doctorate in Geology, Earth Sciences, Marine and Ocean Sciences, Engineering or equivalent and have at least three years of experience in the abovementioned domain;
- You have experience with the acquisition, processing and interpretation of multibeam water column sonar data;
- You have experience in the development of machine learning and predictive modelling techniques
- You have programming skills in C++, Python or equivalent;
- You are fluent in English;
WHAT WE CAN OFFER YOU
- We offer you a contract of definite duration for a period of three months.
- Your contract will start on 1/03/2023 at the earliest.
- Your remuneration will be determined by salary scale WM1 to WM4 (if you hold a Master's degree) or salary scale PD1 to PD4 (if you hold a doctorate). 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 fulltime job) supplemented by annual fixed bridge days, bicycle allowance and eco vouchers. Click here for a complete overview of all the staff benefits (in Dutch).
INTERESTED?
- In the field
'CV': your CV and an overview of your study results (merged into one pdf file) - 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.
**MORE INFORMATION
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