How Much Math Do You Need to Know to Become a Data Scientist?

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A Data Scientist can apply their skills in many areas: marketing, scientific, medical and business research. That is why the demand for big data specialists is constantly increasing. Over the past few years, the demand for data scientists in the market has grown by more than 433% and, according to experts, will grow by another 31% by 2029. Data scientists are sought for 71 positions on Habr.Career, and there are more than 600 vacancies on hh.ru.

How much does he get?
Data scientists are highly paid specialists. The average salary in Russia is 27,0000 rubles.

Read about the profession
Who is a Data Scientist and what does he do?
Programming Languages ​​for Data Science and Databases
Become a data scientist on a course with Moscow State University and solve ambitious tasks using neural networks
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Become a data scientist on a course with Moscow malaysia telegram data State University and solve ambitious tasks using neural networks
ML engineer
An ML engineer creates and trains algorithms for working with big data to solve a specific business problem. For example, he can teach a program to recognize human speech and form a search query from it - this is roughly how voice assistants Siri and Alice work. Or program a chatbot so that it can understand user questions and answer them. Neural networks that generate images and texts, online translators - all this is the work of an ML engineer.

How much in demand
The analytical company Gartner predicts that in the coming years, artificial intelligence will be taught to recognize human emotions, and 30% of business content will be produced by generative AI. Fortunately, computers are unlikely to be able to learn all this without human help. A Machine Learning engineer will become a mentor who will help AI. hh.ru is currently looking for 225 machine learning engineers , and Habr.Career is looking for 194.