Developer Career Roadmap

Generative AI

Develop and fine-tune large language models (LLMs), diffusion image generators, multimodal foundation models, RAG systems, and AI agent frameworks.

Salary Benchmarks

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

Core Technical Skills & Frameworks

  • LangChain/LlamaIndex
  • RAG Systems
  • LoRA / Fine-Tuning
  • Vector Databases (Pinecone/Weaviate)
  • OpenAI / Claude APIs