Choosing a career in tech can feel like standing at a crossroads: one path leads you toward traditional software engineering, the other toward the evolving frontier of machine learning. As a student, recent graduate, or someone looking to shift careers, understanding the real differences, demands, and rewards between Software Engineer and Machine Learning (ML) Engineer is crucial. Thi... https://mappen.ai/blog/software-engineer-vs-machine-learning-which-career-wins