Careers in Machine Learning

Machine Learning (ML) engineers build the AI systems powering everything from Google Search to medical diagnostics. Core skills include Python, linear algebra, statistics, and deep learning frameworks like PyTorch and TensorFlow. In India, top ML roles at companies like Google, Amazon, and unicorn startups pay ₹15–50 LPA.

Entry paths include B. Tech/M. Tech in CS or AI, or transitioning via postgraduate programs at IITs or through intensive online bootcamps.

MLOps — deploying and maintaining ML models in production — is a rapidly growing specialization. Kaggle competitions, research paper co-authorship, and open-source contributions significantly accelerate career growth. The field evolves quickly, making continuous learning non-negotiable.