Data Scientist w/ Computer Vision
- offer expired 3 months ago
- B2B contract
- specialist (Mid / Regular)
- home office work
Technologies we use
About the project
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!
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!
Prototype ML model for classification of the crop from remote sensing data
Prototype ML model for instance segmentation using vision transformers and CNN architectures
Collaborate with academia on the development of new deep learning architectures
Research self/weakly-supervised techniques to cover the problem of sparse data labels
4+ years of commercial experience
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.)
Good understanding of operating microservice architectures
General software engineering skills/hygiene
Why work with us?
In case needed, well-located office space in Prague
Provided money to create home-office
Health insurance benefit
Referral bonus: 5,000 PLN if we hire an engineer based on your recommendation
We are a technology consulting company and a recruitment agency, delivering software solutions to clients from Europe and the US. We work 100% remotely, in an international team, including people from Asia, London, or San Francisco. We employ people with experience in international corporations as well as students of the best technical and business universities.
Find out more: https://devsdata.com/