Machine Learning Engineer
Machine Learning Engineers design, train, and deploy models that enable computers to learn from data — from recommendation engines on Flipkart to fraud detection in banking. India is one of the world's largest AI talent hubs, with demand surging across startups, IT services giants, and global product companies. Roles blend software engineering with applied mathematics and data intuition.
Actions for your grade
- Complete a beginner Python course and write small programs
- Participate in science or math olympiads to sharpen quantitative thinking
- Read about real-world AI applications in India (Ola, Swiggy, PhonePe)
Your complete path from Grade 10 to Machine Learning Engineer
Every step you need — from now to your first job.
IIT CS/AI branches offer strongest research exposure and top ML placements.
- NowScience Stream
- ExamsJEE Main or JEE Advanced
- DegreeB.Tech in Computer Science, AI, or Data Science (4 years)
- CollegesIIT Bombay · IIT Delhi · IIT Madras
- CareerMachine Learning Engineer
BITS dual-degree in Maths + CS is particularly strong for ML fundamentals.
- NowScience Stream
- ExamsBITSAT
- DegreeB.Tech Computer Science or M.Sc. Mathematics + M.Sc. CS dual degree (5 years)
- CollegesBITS Pilani · BITS Goa · BITS Hyderabad
- CareerMachine Learning Engineer
Private and state colleges with strong placement records can lead to solid ML roles with self-driven learning.
- NowScience Stream
- ExamsMHT CET or JEE Main
- DegreeB.Tech Computer Science / AI & DS (4 years)
- CollegesVjti Mumbai · Coep Pune · Pict Pune
- CareerMachine Learning Engineer
Central universities via CUET offer affordable quality education; supplement with online ML specialisations.
- NowScience Stream
- ExamsCUET UG
- DegreeB.Tech Computer Science (4 years)
- CollegesDelhi Technological University · Jamia Millia Islamia · BHU Varanasi
- CareerMachine Learning Engineer
Entrance exams
| Exam | Eligibility | Difficulty | Window |
|---|---|---|---|
JEE Main NTA | Class 12 PCM | Very Hard | Jan & Apr |
JEE Advanced IIT (rotating) | JEE Main top 2.5L | Very Hard | May |
BITSAT BITS Pilani | Class 12 PCM, 75%+ | Hard | May-Jun |
MHT CET Maharashtra State CET Cell | Class 12 PCM (Maharashtra domicile preferred) | Medium | Apr-May |
CUET UG NTA | Class 12 (any stream) | Medium | May-Jun |
Where to Study
Institutes known to offer this career pathway in India.