In this post, I have explained the roles and responsibilities of a Data Scientist and Machine learning Engineer.
Role of Data Scientist
Preparing a goal for an organization is the role of the Data Scientist. He is like a super manager. He has skills in different technologies and the process.
- Data scientists are not statisticians, nor data analysts, nor computer scientists, nor software engineers, nor business analysts.
- One of the reasons why the gap between statisticians and data scientists who publish theoretical articles and train statisticians.
- Many statisticians think that data science is about analyzing data, but it is more than that.
- It involves implementing algorithms that process data automatically to provide automated predictions and actions.
Role of Machine Learning Engineer
Machine Learning engineer’s job role is a subset of a data scientist. These people involved in developing the models. Also, they have to write an algorithm to create a new model. After that data science, engineers join to test the machine learning model.
Different Stages in Machine Learning
- Data collection
- Training dataset
- Generating Model