No, a technical background is not mandatory, but it helps. Many successful data scientists come from non-technical fields like economics, business, or social sciences. What matters is your willingness to learn programming, statistics, and domain knowledge. Start with beginner-friendly tools like Python and platforms offering step-by-step tutorials, such as Coursera or Kaggle.