Combinations of the below are nice to have:  Experience writing software that is used by others Knowledge of C++ Expereince with TensorFlow or Pytorch Experience doing technical computing in MATLAB, R, or Python Experience with object-oriented design and implementation Strong skill in communicating technical material to technical and non-technical audiences Experience in other aspects of machine learning or in statistics