Machine Learning Engineer

For 10th: Pass in 10th grade.
For 12th: Pass in 12th grade with Physics, Chemistry, Mathematics, and English as core subjects.

Entrance exams such as JEE Main, BITSAT, or other institution-specific tests for undergraduate programs in computer science, machine learning, or related fields.

Undergraduate: Bachelor of Technology (B.Tech) in Computer Science and Engineering with a focus on Machine Learning (4 years)
Undergraduate: Bachelor of Science (B.Sc) in Computer Science or related fields (3 years)
Post Graduate: Master of Technology (M.Tech) in Machine Learning, Data Science, or Artificial Intelligence (2 years)
Post Graduate: Master of Science (M.Sc) in Machine Learning or related fields (2 years)
Post Graduate: Master of Computer Applications (MCA) with a focus on Machine Learning (3 years)
Ph.D.: Doctor of Philosophy (Ph.D.) in Machine Learning, Computer Science, or related fields for advanced research and academic careers.

Technology companies: Developing and optimizing machine learning models for various applications.
Healthcare: Implementing ML solutions for diagnostics, personalized medicine, and healthcare management.
Finance and banking: Creating ML models for risk assessment, fraud detection, and financial forecasting.
Retail and e-commerce: Enhancing customer experience through recommendation systems, demand forecasting, and inventory management.
Automotive industry: Developing autonomous driving systems and advanced driver-assistance systems (ADAS).
Research institutions: Conducting cutting-edge research in ML, publishing findings, and advancing the field.
Startups: Innovating new ML products, solutions, and technologies in various domains.
Government agencies: Applying ML to public services, defense, policy-making, and resource optimization.