Data Scientist
Your morning is spent training a churn prediction model using gradient boosting on 2 million customer records for a telecom company, iterating on feature engineering with the product team's inputs. Afternoons involve an MLOps session deploying the model via REST API on Kubernetes, communicating model confidence intervals to non-technical business leaders in a steering committee meeting.
SALARY RANGE
₹8L - ₹25L /yr
DEMAND
9/10
GROWTH
10/10
STREAM
Science_PCM
SECTOR
Technology
AVG SALARY (LPA)
₹16.5L
WFH POSSIBLE
Yes
TREND
Growing
Your Success Roadmap
Step 1: Clear 12th (PCM)
Clear 12th (PCM)
Step 2: B.Tech/B.Sc. in CS, Statistics, or Mathematics
B.Tech/B.Sc. in CS, Statistics, or Mathematics
Step 3: M.Tech/M.Sc. in Data Science or Machine Learning
M.Tech/M.Sc. in Data Science or Machine Learning
Step 4: Learn Python, ML libraries, SQL, cloud platforms
Learn Python, ML libraries, SQL, cloud platforms
Step 5: Kaggle competitions + portfolio projects
Kaggle competitions + portfolio projects
Step 6: Internship / Junior Data Scientist
Internship / Junior Data Scientist
Step 7: Senior Data Scientist / ML Engineer
Senior Data Scientist / ML Engineer
Market Analysis & Insights
50%
Inclusive work environment
5 Years
Post-Class 12 preparation
Yes
Entrepreneurial opportunities
Low
Nature of day-to-day work
Regional Relevance: Pan-India
Recommended Certifications
Key Skills Required
Top Colleges in India
A Typical Day in This Career
As a Data Scientist, your day typically begins with strategic planning and client interactions. You'll spend most of your time solving complex problems and collaborating with team members. No two days are exactly alike, making it a dynamic and fulfilling choice for those who love to learn.
This could be your future.
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Editorial Policy & Data Sources
Maintained by the 12kebaad Editorial & Research Team. Career benchmarks, salary brackets, and educational requirements are compiled from official regulatory portals, UGC/AICTE notifications, and verified industry hiring reports. Last reviewed: 2026. Have an update or correction? Contact us at 12kebaad.team@gmail.com.
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