I find your article contradictory. You state "A Data Scientist is a person who utilizes Machine Learning algorithms to create a model from data that ultimately helps to make a business more efficient." Then you state a data scientist must know SQL. Machine learning and SQL have nothing in common. I find this to be one of the biggest barriers to employment in data science in that recruiters are told to find people who do machine learning and SQL. Just contradictory.