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University Statistics/CS Degree to Data Scientist

Path to Data Scientist (Business) · Information Technology

Duration

5.0–7.0 yrs

Upvotes

76

Est. Cost

LKR 500k+

Score

70

About This Path

Build the strong mathematical and programming foundations required for data science through an undergraduate degree in Statistics, Mathematics, or Computer Science, followed by specialization in ML/AI tools.

Path Overview

Education

A/L — Physical Science or Maths Stream

⏱ 2 yr₨ Rs.40k–Rs.100k
Education

BSc Statistics, Mathematics, or Computer Science

University of Colombo (Statistics) · University of Peradeniya (Maths)

⏱ 4 yr₨ Rs.0k
Skills

Python for Data Science

⏱ 6 mo₨ Rs.30k–Rs.80k
Experience

Data Science Internship / Research Project

Dialog Axiata Analytics · John Keells data teams

⏱ 6 mo
Skills

Machine Learning & Deep Learning Specialization

⏱ 6 mo₨ Rs.30k–Rs.60k
Experience

Data Analyst / Junior Data Scientist

Dialog Axiata · Virtusa

Step-by-Step Detail

  1. 1
    Education

    A/L — Physical Science or Maths Stream

    Strong foundation in Combined Mathematics is essential. Physics or Chemistry helps. ICT is a bonus.

    ⏱ 2 years₨ LKR 40,000 – LKR 100,000
  2. 2
    Education

    BSc Statistics, Mathematics, or Computer Science

    Major in Statistics or Mathematics with CS minor, or vice versa. Focus on probability, linear algebra, calculus, and programming.

    ⏱ 4 years₨ LKR 0
    University of Colombo (Statistics)University of Peradeniya (Maths)University of Moratuwa (CS)SLIIT
  3. 3
    Skills

    Python for Data Science

    Learn Python ecosystem: NumPy, Pandas, Matplotlib, Scikit-learn. Complete the IBM Data Science Professional Certificate on Coursera.

    ⏱ 6 months₨ LKR 30,000 – LKR 80,000
  4. 4
    Experience

    Data Science Internship / Research Project

    Work as a data analyst intern or research assistant. Build 2-3 Kaggle competition projects. Publish analysis on GitHub.

    ⏱ 6 months
    Dialog Axiata AnalyticsJohn Keells data teamsLOLC analyticsUniversity research labs
  5. 5
    Skills

    Machine Learning & Deep Learning Specialization

    Study ML algorithms deeply: regression, classification, clustering, neural networks. Learn TensorFlow or PyTorch.

    ⏱ 6 months₨ LKR 30,000 – LKR 60,000
  6. 6
    Experience

    Data Analyst / Junior Data Scientist

    Start as a Data Analyst and transition to Data Scientist. Entry roles at analytics teams in telecoms, banks, or IT companies. LKR 100,000–160,000/month.

    Dialog AxiataVirtusaWSO2Commercial Bank analyticsIFS