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What is the difference between a machine learning engineer and a data scientist?

A few differences exist between a machine learning engineer and a data scientist. Data scientists write code primarily in R or Python, analyze data, and build predictive models to solve a company’s business problem. Much of their work is highly statistical and revolves around generating business insight. ...

What does a machine learning researcher do?

A machine learning researcher works in an academic or large firm like Google that funds research. Machine learning research is theory-heavy, and researchers usually focus on developing new machine learning models or improving the performance of existing algorithms. ...

Is machine learning the Sexiest Job of the 20th century?

When most people hear the words “machine learning,” the first thought that comes to their mind is data science. Dubbed the “Sexiest Job of the 20th Century” by Harvard Business Review in 2011, the field of data science has witnessed massive growth in the past decade. ...

What skills does a machine learning research scientist need?

Machine learning skills in a specific field, such as optimization or regression analysis, are also necessary. Here is a screenshot of Google’s job description for a machine learning research scientist: ...

How do I become a machine learning researcher?

As machine learning researchers are highly specialized academics, they are often required to have a master’s or PhD degree, should be skilled in writing research papers, and must know at least one programming language. Machine learning skills in a specific field, such as optimization or regression analysis, are also necessary. ...