The online technical test wasn't intended for a junior to solve not even a senior it needs a principal to solve these interview questions i've interviewed in a lot of big companies this was the hardest ever.

The interview process for a Junior Data Scientist role at Orange Maroc is structured to evaluate both technical and soft skills. It typically begins with an online application, followed by an HR interview to assess your motivation, educational background, and interest in Orange's digital innovation. Next, candidates undergo a technical assessment or interview that may include a coding challenge, data analysis task, or questions about machine learning models, statistics, and data processing tools like Python, SQL, or Spark. This is followed by a more in-depth interview with a manager or data science team member, focusing on problem-solving approaches, previous projects (such as academic or internship work), and your ability to contribute to real-world business use cases. The process concludes with final feedback and an offer if selected. Throughout, Orange Maroc looks for candidates who combine technical competence with curiosity, adaptability, and a collaborative mindset.