building full-stack analysis solutions using earth observation data (optical satellite imagery, weather data, radar measurements, etc.);
research and develop machine learning/statistical learning models for Optical/SAR data analysis;
research and prototype data processing & analysis algorithms;
working closely with the business team on developing new solutions to practical problems;
implement new statistical or other mathematical methodologies as needed for specific models or analysis.
What You Should Bring
Must-have
2+ years of proven experience developing data analytics solutions;
2+ years of work experience in Python or ะก++;
knowledge one of deep learning frameworks (Tensorflow, Pytorch);
work experience with scikit-learn, scipy, tensorflow (keras) / pytorch, numpy, pandas;
AWS experience including AWS/S3/Lambda etc;
strong understanding of machine learning: you should be familiar with the process (data collection, training, evaluation, and making iterative improvements) of building effective learning systems;