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Degree roadmap

B.Sc Data Science

Data science & analytics foundation

Last updated 15 Jul 2026

At a glance

Average salary
₹5–50 LPA
Difficulty
Moderate
Time to job-ready
3 years
Duration
3 years
Approx fees
₹2L - 8L
Future demandVery High 90/100
AI riskLow 42/100

Overview

Data science & analytics foundation

Suitable for

Students interested in the technology field who want a structured, degree-backed path.

Who enjoys this

People who enjoy the subjects this course covers and want the careers it opens up.

Eligibility

Qualifications

  • Class 12 (relevant stream where required)
  • Admission via entrance exam or merit, depending on the college

Alternative paths

  • Via CUET UG
  • Via IIT Madras BS (Online/On-campus)

Relevant degrees

  • B.Sc Data Science

Entrance exams

  • CUET UG

    Conducted by
    NTA
    When
    May-Jun
    Eligibility
    PCM preferred
  • IIT Madras BS (Online/On-campus)

    Conducted by
    IIT Madras
    When
    Sep & Jan
    Eligibility
    Any stream

Skills

Technical skills

  • Python
  • R
  • SQL
  • Statistics
  • Machine Learning
  • Deep Learning
  • Pandas & NumPy
  • Data Visualization
  • Feature Engineering
  • Model Deployment (MLOps)
  • Big Data (Spark)
  • NLP
  • Computer Vision
  • Data Wrangling
  • Cloud (AWS/GCP)
  • Prompt Engineering

Soft skills

  • Communication
  • Problem-solving
  • Teamwork
  • Time management
  • Adaptability
  • Continuous learning

Step-by-step roadmap

  1. Step 1: Meet eligibility & clear entrance

    3–12 months

    Prepare for CUET UG / IIT Madras BS (Online/On-campus).

  2. Step 2: Complete the foundation years

    2 year(s)

    Build core knowledge in the early part of the course.

  3. Step 3: Specialise

    During course

    Choose electives/specialisations that match your target career.

  4. Step 4: Do internships

    During course

    Gain practical experience while studying.

  5. Step 5: Build a portfolio / prepare for placements

    Final year

    Projects, skills and interview prep for your target roles.

  6. Step 6: Start your career or higher study

    On completion

    Enter a role in Data Analyst, or pursue a master’s.

Certifications

  • Add-on certifications relevant to B.Sc Data Science

    Difficulty
    Varies
    Cost
    Varies
    Duration
    1–6 months
    Importance
    Recommended

Salary progression

  1. Entry

    ₹5 LPA

  2. Mid

    ₹28 LPA

  3. Senior

    ₹50 LPA

  4. Leadership

    ₹70 LPA+

Future scope

Growth
Clear progression from entry level to senior and leadership roles as you build experience in B.Sc Data Science.
Industry demand
Steady demand across the technology sector in India, with room to specialise.
International
Strong international demand; a common route to work or study abroad.
Remote work
Very remote-friendly — many roles are hybrid or fully remote.
AI risk
AI-safety score 58/100 (higher safety = lower risk).

Career opportunities

Roles

  • Data Analyst
  • Business Intelligence Analyst
  • Data Scientist

Government jobs

  • NIC Scientist / Scientific Officer
  • ISRO Scientist/Engineer (ICRB)
  • DRDO Scientist (RAC)
  • C-DAC Engineer
  • NPCIL / BARC Engineer
  • BHEL / SAIL IT Officer
  • SSC Scientific Assistant
  • Indian Railways IT Officer (RRB)
  • State Government Programmer
  • Government Cyber Security Analyst
  • PSU Software Engineer (GATE/PSU)
  • UPSC IES (relevant branches)

Private jobs

Data Analyst · Business Intelligence Analyst · Data Scientist

Abroad

Good abroad options via a master’s and relevant licensing/certifications.

Top colleges

Top colleges for B.Sc Data Science

  • IIT MadrasChennai
  • Indian Institute of Science (IISc)Bengaluru
  • IIT BombayMumbai
  • IIT DelhiNew Delhi
  • IIT KanpurKanpur
  • IIT KharagpurKharagpur

Top colleges in Punjab

  • Panjab University, ChandigarhChandigarhGovernment
  • Guru Nanak Dev University (GNDU)AmritsarGovernment
  • Punjabi UniversityPatialaGovernment
  • PEC (Punjab Engineering College)ChandigarhGovernment
  • Thapar Institute of Engineering & TechnologyPatialaDeemed
  • Lovely Professional University (LPU)PhagwaraPrivate
  • Chitkara UniversityRajpuraPrivate
  • Chandigarh Group of Colleges (CGC)LandranPrivate
  • GNDECLudhianaAutonomous

Top colleges in India

  • IITs (Bombay, Delhi, Madras, Kanpur, Kharagpur…)Pan-IndiaGovernment
  • NITs (Trichy, Surathkal, Warangal…)Pan-IndiaGovernment
  • IISc BengaluruBengaluruDeemed
  • University of Delhi (DU)New DelhiGovernment
  • JNUNew DelhiGovernment
  • BHUVaranasiGovernment
  • Jamia Millia IslamiaNew DelhiGovernment
  • BITS PilaniPilaniDeemed
  • Christ UniversityBengaluruDeemed
  • Manipal Academy of Higher EducationManipalDeemed
  • VIT VelloreVelloreDeemed
  • SRM Institute of Science & TechnologyChennaiDeemed
  • Amity UniversityNoidaPrivate
  • Symbiosis InternationalPuneDeemed

Common mistakes to avoid

Learning resources

Books
  • Standard textbooks and reference guides for B.Sc Data Science
Websites
  • CareerSafar
  • Coursera
  • YouTube learning channels
Courses
  • Beginner-to-advanced online courses for B.Sc Data Science
Practice
  • Real projects and internships
  • Practice platforms in your field
YouTube
  • Field-specific tutorial channels

FAQs

What can I do after B.Sc Data Science?

Common paths include Data Analyst, Business Intelligence Analyst, Data Scientist, among others.

How long and how expensive is it?

3 years, typically ₹2L - 8L in fees (varies widely by college).

Is it worth it?

With a future score of 90/100, B.Sc Data Science is a solid choice for students suited to this field.

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