This AI Engineer-4 role focuses on designing, training, and optimizing robust AI/ML models using frameworks like Kubeflow, PyTorch, and TensorFlow. The position involves translating business needs into scalable AI architectures, ensuring alignment with data characteristics, and collaborating on integration patterns. Key responsibilities include developing explainable and scalable models, documenting assumptions, and supporting the delivery of AI features. The role also emphasizes staying updated on emerging AI/ML methods, ensuring compliance, and mentoring junior engineers.