Technology & IT
Stream Required: Science
Demand: High Demand
Work Environment: Primarily office-based or hybrid, with potential for remote work depending on the company. Collaboration with cross-functional teams is common.

Data Scientist

Work, Salary, Education Path & Career Guide

Overview

Data Scientists primarily collect, analyze and interpret data to help an organisation make decisions. They use advanced analytics techniques, such as computer programming, mathematical modeling and so on in the process.

AI is automating certain aspects of data preprocessing and model selection, allowing data scientists to focus on more complex problems and strategic decision-making. Auto ML platforms and cloud-based machine learning services are becoming increasingly prevalent.

AI Impact
High impact75/100

AI will significantly reshape the Data Scientist role by automating routine tasks and enhancing analytical capabilities. Data Scientists will need to adapt by focusing on higher-level strategic thinking.

What AI changes

AI will automate data cleaning, feature engineering, and model selection, shifting focus to model interpretation and business application.

How to stay relevant

Focus on domain expertise, communication skills, and the ability to translate AI insights into actionable business strategies.

Future-proof skills

Explainable AI (XAI)
Business Acumen
Strategic Thinking
Advanced Statistics
Cloud Computing

Time horizon: 3-5 years

Education Path
1

Complete 10+2 in the Science stream (Physics, Chemistry and Mathematics) 2, Complete a Bachelors degree (BTech/BSc/BCA/BE.) in Computer Science/lnformation System

2

Complete a Bachelor's degree followed by a Master's degree (MTech/MSc/MCA/M.E.) in the same field.

3

Complete a Bachelors degree (BSc) in Mathematics/Statistics followed by a Masteds degree (MSc) in the same field.

Required Skills & Subjects

Skills

Python
R
Statistical Modeling
Machine Learning
Data Visualization
Data Wrangling
SQL
Big Data Technologies (Spark, Hadoop)

Subjects

Mathematics
Statistics
Computer Science
Physics
Salary Range

Entry Level

₹6-12 LPA

Mid Level

₹15-30 LPA

Senior Level

₹35-70 LPA

A Day in the Life

A data scientist spends their day collecting, cleaning, and analyzing large datasets. They then develop and implement machine learning models to solve business problems, and present their findings to stakeholders through reports and visualizations.

Entrance Exams
JEE Main
BITSAT
VITEEE
SRMJEE

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