Engineering & Technology · Software
Data Analyst
⚠ Estimate — needs validation · as of 2025A data analyst turns raw data into useful insights for business decisions. In India’s private sector, this role usually needs a bachelor’s degree plus strong Excel, SQL, statistics, and dashboarding skills.
Who it's for: Best for students who like numbers, patterns, problem-solving, and working with spreadsheets, databases, and charts.
Advertisement
At a glance
Entry mode: No Formal Exam
Exam shape: none
Key exam: Institution
Min qualification: UG + skills
Duration: 3-4 yr
Starting salary: 3-8 LPA (approx., as of 2025)
Sector: Private
Category: Engineering & Technology
Subjects / Stream
CommerceScienceMathematicsStatisticsComputer ScienceEconomics
Step-by-step path
- Choose a stream in Class 11-12 that keeps mathematics and basic computer skills strong.
- Build core skills in Excel, SQL, statistics, data cleaning, and data visualisation during graduation.
- Pursue a UG degree such as BSc, BCom, BBA, BA Economics, or BTech with analytics-related electives.
- Take short courses or certifications in Python, Power BI, Tableau, and basic machine learning if needed.
- Create projects using public datasets and a portfolio on GitHub, LinkedIn, or a personal website.
- Apply for internships, apprenticeships, or entry-level analyst roles and prepare for aptitude and technical interviews.
Key exams
CUET: admissionJEE Main: admissionState CETs: admissionClass 12 board exams: eligibility
Top institutes / boards
IITsIIScISI KolkataDelhi UniversityBITS PilaniNMIMS
Advertisement
Frequently asked questions
What does a data analyst do in India?
A data analyst collects, cleans, and studies data to find trends, create reports, and support business decisions using tools like Excel, SQL, and dashboards.
What is the minimum qualification for data analyst jobs?
Usually a bachelor’s degree plus practical skills is enough. Common degrees include BSc, BCom, BBA, BA Economics, or BTech.
Is there any formal entrance exam for becoming a data analyst?
No single national exam is required for the profession. Admission depends on the institute or university you choose for your UG course.
Which entrance exams are useful for this path?
CUET, JEE Main, state CETs, and institute-specific tests can help you enter suitable undergraduate programs.
Can a commerce student become a data analyst?
Yes. Commerce students can enter this field if they build strong Excel, statistics, SQL, and data interpretation skills.
Can a science student without computer science become a data analyst?
Yes. Science students from PCM or PCB can also enter, but they should learn data tools and basic programming during college.
Is mathematics compulsory for this career?
It is not always compulsory, but mathematics or statistics is highly helpful and often preferred by employers and institutes.
What skills are most important for a beginner?
Excel, SQL, statistics, data cleaning, charting, Power BI or Tableau, and clear communication are the most important beginner skills.
How much does a fresher data analyst earn in India?
Starting pay is often around 3-8 LPA in the private sector, depending on skills, city, company, and institute, as of 2025.
What is the fee for becoming job-ready?
UG fees vary widely by college, and short courses can range from low-cost online options to higher-priced private certifications. Check the institute before applying.
How long does it take to become job-ready?
Usually 3-4 years after Class 12, including graduation and skill-building. Some students may need extra time for internships or certifications.
Is there any age limit for data analyst jobs?
There is usually no fixed age limit in the private sector. Employers mainly look at skills, education, and project experience.
Are reservations applicable for admission to related courses?
Yes, reservations may apply in many Indian public institutions as per government rules and the institute’s policy.
Can girls and women pursue this career?
Yes. Data analytics is open to everyone, and many women work successfully in analytics, business intelligence, and data roles.
Is this a good career for students who like computers but not coding?
Yes, if you are comfortable with spreadsheets, reports, and logic. Basic SQL and some coding help, but deep coding is not always required.
Do I need a BTech to become a data analyst?
No. Many analysts come from BSc, BCom, BBA, BA Economics, or other UG backgrounds, provided they have the right skills.
Which institutes are good for this field in India?
IITs, IISc, ISI Kolkata, Delhi University, BITS Pilani, and NMIMS are well-known options for strong quantitative or analytics-related education.
What kind of jobs can I get after starting as a data analyst?
You can grow into senior analyst, business analyst, BI analyst, analytics consultant, or data scientist roles with more experience and skills.
Is this career suitable for students from small towns?
Yes. With online learning, projects, and internships, students from any location can prepare for data analyst roles.
How do I know if data analyst is right for me?
It suits you if you enjoy numbers, finding patterns, solving practical problems, and explaining findings clearly to others.
Figures are indicative and source-stamped with an "as of" year (2025). Confirm on the official exam authority website before deciding.
Advertisement