Data science jobs

Image: World Economic Forum, CC BY 2.0, via Wikimedia Commons
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”If you invent a breakthrough in artificial intelligence, so machines can learn, that is worth 10 Microsofts.”
- Bill Gates, Founder of Microsoft. The second 4th richest man in the world. Net worth 126,2 billion USD (2021).

The Field of Data Science

As you learned, data science is a field that aims to seek for answers to problems by the data. If you are able to provide feasible answers, no one would care what tools or methods you have used. Actually, the simpler the solution process or the applied methods are, the better, if only the solution is equally valid. Exploratory analysis of data and pure visualization of trends and interactions may often be sufficient for reaching the goals. However, in many cases, a satisfying outcome cannot be reached without applying at least some simple machine learning methods.

The following video(s) will explore the data science process further and aims to point out different kinds of skills needed in different phases of the data science work flow. You will also learn about different job titles related to data science work and how these roles position themselves in the process. ML Engineer Video tänne Data Scientist Video tänne Data Engineer Video tänne Data Analyst Video tänne

Tai video tänne, jos vain yksi video jokaista työtä kohti (poistetaan tabit silloin)


From the list of words, drag the skills, job names or other concepts to the correct category.