The ideal candidate should have:Client is looking for someone who is a Machine Learning Engineer. Have experience like this:Industry machine learning experience doesn’t have to be healthcarehave successfully trained and deployed a population based or personalized ML / deep learning machine model (image, NLP, video, or audio) into production, with retraining capabilityHands on experience in ML learning DevOps and production environments with multiple model incidences or hierarchy of modelshave strong experience with a high-level machine learning framework such as Tensorflow, Caffe, or Torch, and familiarity with the othersKnows the ins and outs of Python, especially as it applies to the above ML frameworksIs up-to-date on the latest deep neural net research and architectures, both in understanding the theory and motivations behind the techniques, as well as how to implement them in the ML framework of your choiceHave great communication skills and ability to work with othersIs a strong team player