With 7+ years of experience in data science and data analytics roles, would it be necessary to create a portfolio to begin applying to Machine Learning Engineer positions? If I already have the experience using sklearn/tf/keras/etc. in my current role of >2 years, how important is a portfolio when applying to these MLE roles?