Data Science in Action: DTEK Case Study, Career Insights, Football, and More

Bohdan Redchuk, Senior Data Scientist at MODUS X, joined the "Ne v Temu" podcast by Speka.media, where he shared insights into the world of Data Science, discussed real-life projects for DTEK, explored the realities of the profession, and explained how analytical thinking can even improve performance in sports.

During the conversation, Bohdan spoke about the evolution of Big Data into Data Science, the mathematical foundations behind the profession, practical applications of analytics in the energy sector, and the importance of building a data-driven culture within organizations.

One of the featured case studies focused on optimizing coal distribution for DTEK. The project addressed a highly complex planning challenge in which the system must account for hundreds of transportation routes, railway infrastructure constraints, wagon availability, station schedules, and operational capacities on a daily basis.

The podcast also covers:

• How Data Science differs from Big Data and why the terminology is evolving
• Who could be considered the world's first data analyst
• What educational background is useful for starting a career in Data Science—and why biophysics is more relevant than it may seem
• When and why companies recognize the need for a Data Scientist, and whether it depends on company size
• Salary expectations for data professionals
• How Data Science can be applied to football strategy and other analytical games

The "Ne v Temu" podcast is a series of conversations about technology and IT, where professional topics are combined with personal stories and unexpected discussions.

You can watch or listen to the episode here: "NE V TEMU #9. Data Science and How to Calculate Football Tactics Using Databases."

You can also read the accompanying article: "What Does a Data Scientist Do, and How Does Their Work Impact Business, Healthcare, and War?"