Science, Technology, Engineering & Mathematics (STEM)

Data Analyst

Collects, cleans, and interprets data to identify trends, patterns, and provide insights for decision-making.

Any

Career role details and responsibilities

Collects, cleans, and interprets data to identify trends, patterns, and provide insights for decision-making. Data Analyst 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

Collects, cleans, and interprets data to identify trends, patterns, and provide insights for decision-making. Data Analyst 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

Gather data from various sources, clean and preprocess data, perform statistical analysis, create reports and visualizations, present findings to stakeholders. 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

Business Intelligence Developer, Data Storyteller, AI Analyst, Predictive Modeler, Data Governance Specialist.

Pointer: Next Gen career options related to this role

Business Intelligence Developer, Data Storyteller, AI Analyst, Predictive Modeler, Data Governance Specialist.

Educational institutes

Top 5 educational institutes in India

Name of Institute Location Website
Indian Institute of Management Ahmedabad Ahmedabad, Gujarat https://www.iima.ac.in/
Christ University Bengaluru, Karnataka https://christuniversity.in/
Symbiosis Institute of Computer Studies and Research Pune, Maharashtra https://www.sicss.edu.in/
Indian Institute of Technology Bombay Mumbai, Maharashtra https://www.iitb.ac.in/
Ashoka University Sonipat, Haryana https://www.ashoka.edu.in/

Top 5 educational institutes globally

Name of Institute Location Website
University of Pennsylvania Philadelphia, USA https://www.upenn.edu/
University of California, Berkeley Berkeley, USA https://www.berkeley.edu/
London School of Economics and Political Science London, UK https://www.lse.ac.uk/
University of Toronto Toronto, Canada https://www.utoronto.ca/
Singapore Management University Singapore, Singapore https://www.smu.edu.sg/
Refer our tool Unifinder to explore university matching your requirements https://counselnavi.com/uni-finder
Career role Name
Data Analyst
Career Cluster
Science, Technology, Engineering & Mathematics (STEM)
Industry alignment
Technology, Finance, Marketing, Retail, Healthcare, Consulting - virtually any industry using data for business intelligence.
Work environment
Indoor, office-based or remote. Involves working with data sets and analytical tools. Standard working hours.
Opportunity Type
High growth potential, moderate work stress, good salary growth, good creativity opportunity, high stability.
Key skills needed
SQL (Advanced), Excel (Advanced), Data Visualization (Tableau, Power BI) (Advanced), Statistics (Intermediate), Python/R (Basic to Intermediate), Problem-Solving (Advanced).
Interest type alignment
Investigative (analyzing data, finding patterns), Conventional (reporting, structured analysis). Aptitudes for logical reasoning, attention to detail, and quantitative skills.
Career growth Path
Junior Data Analyst (0-2 yrs) -> Data Analyst (2-5 yrs) -> Senior Data Analyst (5-10 yrs) -> Data Science/BI Lead (10+ yrs).
Suggested education Pathways 10th standard onwards
  • Grade 10: Science / Commerce
  • Grade 12: Mathematics / Statistics / Computer Science
  • Undergraduate: BSc/BCom in Statistics/Mathematics/Economics/Computer Science, BCA/BBA (with analytics focus)
Education Stream recommendations
Any
Demand in India
Very High. Businesses increasingly rely on data insights for competitive advantage.
Demand globally
Very High. Demand is strong across all sectors for professionals who can translate data into business value.
Career & Job Prospects
Opportunities in almost every industry. Roles include Business Analyst, Market Research Analyst, Operations Analyst. Can progress to Data Scientist roles.