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Back to 1.2 Information Technology, AI and Data Sciences
1.2 Information Technology, AI and Data Sciences

Data Scientist

Predict future behavioral shifts by analyzing massive datasets. Transform complex data into clear predictive algorithms and uncover the secrets of machine learning and statistical inference.

Science (PCM)

Career role details and responsibilities

Predict future behavioral shifts by analyzing massive datasets. Transform complex data into clear predictive algorithms and uncover the secrets of machine learning and statistical inference. Data Scientist sits within the 1.2 Information Technology, AI and Data Sciences career cluster and focuses on applying domain knowledge to practical problems.

Role details

Predict future behavioral shifts by analyzing massive datasets. Transform complex data into clear predictive algorithms and uncover the secrets of machine learning and statistical inference. Data Scientist sits within the 1.2 Information Technology, AI and Data Sciences career cluster and focuses on applying domain knowledge to practical problems.

Responsibilities

Experiment with training datasets to build and refine predictive models. Map out structural market strategies based on data-driven insights and collaborate with teams to implement solutions. Typical responsibilities include understanding user or business needs, applying relevant tools and methods, and coordinating with stakeholders.

Next Gen career options

AI Ethicist, Machine Learning Operations (MLOps) Engineer, Big Data Architect, Data Privacy Officer, AI/ML Product Manager.

Pointer: Next Gen career options related to this role

AI Ethicist, Machine Learning Operations (MLOps) Engineer, Big Data Architect, Data Privacy Officer, AI/ML Product Manager.

Educational institutes

Top 5 educational institutes in India

Name of Institute Location Website
Indian Institute of Technology Bombay Mumbai, Maharashtra https://www.iitb.ac.in/
Indian Institute of Science Bangalore Bengaluru, Karnataka https://www.iisc.ac.in/
Indian Institute of Technology Delhi New Delhi, Delhi https://home.iitd.ac.in/
National Institute of Technology Trichy Tiruchirappalli, Tamil Nadu https://www.nitt.edu/
University of Hyderabad Hyderabad, Telangana https://www.uohyd.ac.in/

Top 5 educational institutes globally

Name of Institute Location Website
Massachusetts Institute of Technology (MIT) Cambridge, USA https://www.mit.edu/
Stanford University Stanford, USA https://www.stanford.edu/
Carnegie Mellon University Pittsburgh, USA https://www.cmu.edu/
University of Cambridge Cambridge, UK https://www.cam.ac.uk/
University of Oxford Oxford, UK https://www.ox.ac.uk/
Refer our tool Unifinder to explore university matching your requirements https://counselnavi.com/uni-finder
Career role Name
Data Scientist
Career Cluster
1.2 Information Technology, AI and Data Sciences
Super Cluster
1. Technology, Engineering & Digital Systems
Career Statement
A career where you get to predict future shifts in behavior and turn massive, disorganized multi-terabyte data reservoirs into crystal-clear predictive algorithms; this field is all about uncovering the secrets of machine learning architectures and statistical inference, experimenting with training datasets, and mapping out structural market strategies.
Industry alignment
Technology (AI/ML), Finance (Risk Management), Healthcare (Predictive Diagnostics), E-commerce (Personalization), Marketing (Customer Analytics).
Work environment
Primarily indoor, office-based environment. Typically standard working hours (9 AM to 5 PM) with potential for occasional overtime based on project deadlines. Focus on collaboration and independent work.
Opportunity Type
High growth potential with continuous learning required. Moderate work stress associated with complex problem-solving. Strong salary growth prospects. Significant opportunity for creativity and innovation. High job stability due to increasing data reliance.
Key skills needed
Programming (Python, R) - Advanced, Machine Learning - Advanced, Statistical Analysis - Advanced, Data Visualization - Proficient, Problem-Solving - Advanced, Communication - Proficient
Interest type alignment
Investigative (I), Realistic (R), Artistic (A). Aptitudes: Logical reasoning, analytical thinking, quantitative skills, pattern recognition.
Career growth Path
Junior Data Scientist (1-3 years) -> Data Scientist (3-7 years) -> Senior Data Scientist (7-12 years) -> Lead Data Scientist / Data Science Manager (12+ years).
Suggested education Pathways 10th standard onwards
1. Grade 10: Mathematics, Science, English, Computer Applications. Grade 11/12: Science (PCM). Higher Education: Bachelor's in Computer Science, Statistics, Mathematics, or related field, followed by Master's or specialized courses in Data Science/AI/ML. 2. Grade 10: Mathematics, Science, English, Informatics Practices. Grade 11/12: Science (PCM with CS/IP). Higher Education: Bachelor's in Data Science, Computer Engineering, or related field. 3. Grade 10: Mathematics, Science, English, Computer Applications. Grade 11/12: Science (PCM). Higher Education: Bachelor's in a quantitative field and pursue certifications/bootcamps in Data Science.
Education Stream recommendations
Science (PCM)
10th Subjects Suggested
Mathematics, Science, English, Computer Applications
11th/12th Mandatory Subjects Suggested
Physics, Chemistry, Mathematics
11th/12th Optional Subjects Suggested
Computer Science, Informatics Practices
Demand in India
High demand, with a rapidly growing number of opportunities across various sectors as organizations increasingly leverage data for decision-making.
Demand globally
Very high demand globally, with a consistent need for skilled data scientists in tech hubs and expanding markets.
Career & Job Prospects
Abundant job opportunities as Data Scientists, Machine Learning Engineers, AI Specialists, Business Intelligence Analysts, and Data Analysts. Related role families include Analytics and Research.