Job Description

Senior Machine Learning Researcher

Experience:

• 5-8 years of experience in machine learning-based data product research and development in addition to relevant educational background in the field of Computer Science, Engineering, Machine Learning, etc.
• Experience with tools/frameworks from theoretical and practical aspects of computer science and ML/DL. This includes probability, statistics, learning theory, etc.
• Prior experience working with statistical modeling techniques and deep learning fundamentals, such as CNN, RNN, Transformers, GANs etc including sequence networks eg LSTMs
• Proficiency in any programming language, preferably Python, with hands-on experience in using ML frameworks such as Tensorflow/Pytorch, Pytorch Lightning, MxNet, etc
• Ability to design, develop, and optimize for machine learning/ deep learning models
• Knowledge of the application of ML for earth observation data is good to have
• Appetite for research and implementing innovative solutions for complex problems