Developer Career Roadmap

Computational Mathematics

Develop numerical algorithms for solving differential equations, matrix decompositions (SVD, QR), optimization, and scientific floating-point math.

Salary Benchmarks

  • Local Market (Pakistan): PKR 150k - 500k/mo
  • Global Market (USD/Remote): $60k - $180k/yr

Core Technical Skills & Frameworks

  • Python SciPy/NumPy
  • MATLAB
  • Numerical Differential Equations
  • Matrix Factorization
  • Optimization Theory