will ai replace data scientists

Can Artificial Intelligence Replace Data Scientists?

These days, the question is increasingly being raised: Will AI replace data scientists? This topic is being discussed extensively in the technology world. Indeed, Artificial Intelligence (AI) has made tremendous progress in data processing and analysis in recent years. With AI, large amounts of data can be processed in a short time, making business decisions faster.

But it's important to understand that AI and machine learning tools can currently only automate clearly defined tasks. Data scientists not only analyze data, but also understand the underlying business logic, problem-finding, storytelling, and the creation of innovative digital solutions. AI tools are not yet capable of fully understanding complex thinking, domain knowledge, and creativity.

While many tools such as AutoML, Data Robot, or Google Vertex AI are now available, these tools are designed to assist data scientists, not replace them completely. Companies still need data experts who can understand ethical considerations, business impact, and unpredictable data patterns.

According to a report, many business experts, including McKinsey, believe that while automation may change the roles of data scientists in the future, their need will not diminish.

Advice: What to do for the future?

If you're pursuing a career in data science, knowledge of AI tools and new technologies is crucial. But developing a strong business understanding and creative problem-solving skills will set you apart.