Case Study : From Guesswork to a Data Science Plan

Please note: The student’s name has been changed to protect his privacy. The details of his journey are based on a real report.

This is the story of how a Grade 12 student used a data-driven approach to resolve his career confusion and confidently choose a future in Data Science.

 

The Challenge: Computer Science vs. Design

Anubhav, a bright and thoughtful Grade 12 (ISC) student, was at a classic crossroads. He was drawn to the logical, problem-solving world of Computer Science, but also fascinated by the creativity and user-centric approach of Design. With university applications looming, this indecision was becoming a significant source of stress. He felt pulled in two different directions, worried that choosing one would mean sacrificing a core part of his identity. He needed clarity, not just an opinion.

 

The Discovery: When Data Reveals the Path

The VIP+ Integrated Career Pathway Report served as Anubhav’s mirror, reflecting his potential through objective data before any careers were even discussed. The process uncovered a clear and consistent narrative:

  • His values assessment (PVQ) revealed he was driven by a need for achievement and self-direction.
  • His interests (RIASEC) mapped strongly to Investigative and Enterprising fields, showing he was energized by solving complex problems and leading projects.
  • His personality profile (16PF®) solidified this, showing high Abstractedness and Reasoning with low Apprehension—the classic pattern of a confident, analytical problem-solver.

 

When these insights were combined with his demonstrated skills in learning agility and data reasoning, a new picture emerged. The ideal path for Anubhav wasn’t a choice between logic and creativity, but one that fused them together.

 

The Transformation: A Confident “Yes” to Data Science

With all the data in a single, panoramic view, two career clusters rose to the top as a perfect fit: Data Science and Business Analytics. These fields required the analytical rigor of computer science and the innovative thinking found in design.

The confusion was replaced by a collaborative action plan. Together, we co-created a two-year skill roadmap focusing on Python, SQL, and statistics, a project portfolio plan to build real-world experience, and a shortlist of top-tier universities.

The outcome was definitive. Anubhav not only secured three university admissions but also landed a paid summer internship before even starting college. He had a confident “yes” for his future.

As Anubhav puts it: “I went from guesswork to a plan. The report felt like a mirror.