Years of Experience 5-7 - Programming Languages: Mastery of Python is essential, with R, Java, and C++ also being highly valuable. - Machine Learning (ML) & Deep Learning (DL): You'll need a deep understanding of ML concepts (supervised, unsupervised, reinforcement learning) and neural network architectures like CNNs and RNNs. - AI/ML Frameworks and Libraries: Proficiency is required in tools like TensorFlow, PyTorch, Keras, and scikit-learn. - Data Science and Analysis: Skills in data acquisit