AI/ML Engineer
Designs, builds, and deploys machine learning models and AI systems.
Career role details and responsibilities
Designs, builds, and deploys machine learning models and AI systems. AI/ML Engineer sits within the Science, Technology, Engineering & Mathematics (STEM) career cluster and focuses on applying domain knowledge to practical problems. Students exploring this role should understand the work context, skill expectations, education pathways, and long-term growth opportunities before shortlisting it.
Role details
Designs, builds, and deploys machine learning models and AI systems. AI/ML Engineer sits within the Science, Technology, Engineering & Mathematics (STEM) career cluster and focuses on applying domain knowledge to practical problems. Students exploring this role should understand the work context, skill expectations, education pathways, and long-term growth opportunities before shortlisting it.
Responsibilities
Develop and train ML models, implement AI algorithms, preprocess large datasets, build scalable AI solutions, monitor model performance, collaborate with data scientists. Typical responsibilities include understanding user or business needs, applying relevant tools and methods, and coordinating with stakeholders. The role also requires continuous learning, quality improvement, and adapting to changes in technology, industry practices, and market demand.
Next Gen career options
AI Ethicist, Prompt Engineer, AI Hardware Engineer, Federated Learning Specialist, Generative AI Developer.
Pointer: Next Gen career options related to this role
AI Ethicist, Prompt Engineer, AI Hardware Engineer, Federated Learning Specialist, Generative AI Developer.
Educational institutes
Top 5 educational institutes in India
| Name of Institute | Location | Website |
|---|---|---|
| Indian Institute of Science Bangalore | Bengaluru, Karnataka | https://iisc.ac.in/ |
| Indian Institute of Technology Bombay | Mumbai, Maharashtra | https://www.iitb.ac.in/ |
| International Institute of Information Technology Hyderabad | Hyderabad, Telangana | https://www.iiit.ac.in/ |
| Amrita Vishwa Vidyapeetham | Coimbatore, Tamil Nadu | https://www.amrita.edu/ |
| Kalinga Institute of Industrial Technology | Bhubaneswar, Odisha | https://kiit.ac.in/ |
Top 5 educational institutes globally
| Name of Institute | Location | Website |
|---|---|---|
| Carnegie Mellon University | Pittsburgh, USA | https://www.cmu.edu/ |
| Massachusetts Institute of Technology | Cambridge, USA | https://www.mit.edu/ |
| Stanford University | Stanford, USA | https://www.stanford.edu/ |
| University of Oxford | Oxford, UK | https://www.ox.ac.uk/ |
| University of Toronto | Toronto, Canada | https://www.utoronto.ca/ |
- Grade 10: Science (PCM)
- Grade 12: Mathematics / Computer Science
- Undergraduate: B.Tech/BE in Computer Science/AI/ML, MSc in Data Science/AI, or equivalent advanced degrees.