Developer Career Roadmap

Deep Learning

Specialization in deep neural networks with multiple layers, enabling breakthroughs in perception, complex pattern synthesis, and generative systems.

Salary Benchmarks

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

Core Technical Skills & Frameworks

  • PyTorch
  • TensorFlow
  • CUDA
  • Convolutional Nets
  • Transformers
  • GPU Acceleration