Data Scientist w/ Python
Looking to make an impact and grow within a leading organization? Do you want your input to be heard and taken into consideration? Apply and create a digital future with us!
80 000 - 120 000 USD annually on B2B contract
Full-time permanent contract signed directly with our client
100% remotely with flexible working hours
Unlimited paid time off
As a Senior Data Scientist, you will develop and implement machine learning models based on the data from Earth-observing satellites. The models will be used for monitoring of the current conditions of the individual crop fields. To stimulate the development of new machine learning models, you will collaborate with academia and research institutions from the EU and USA and of course get support from our engineering team.
A track record of designing Deep Neural Network architectures (CNN, Vision Transformers, Self-supervised learning) in PyTorch / TensorFlow
Experience in the operating of machine learning models in the production cloud environment (Kubeflow, continuous learning, data drift monitoring, etc.)
Experience with remote sensing data (multi/hyper-spectral, radar/SAR, etc.)
Nice to have
Good understanding of operating microservice architectures
General software engineering skills
Prototyping ML model for classification of the crop from remote sensing data
Prototyping ML model for instance segmentation using vision transformers and CNN architectures
Collaborating with academia on the development of new deep learning architectures
Researching self/weakly-supervised techniques to cover the problem of sparse data labels
What do we offer?
100% remote job
In case needed, well-located office space in Prague
Provided money to create home-office
Health insurance benefit
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