Developer Career Roadmap

Data Lakes & Iceberg

Build modern open lakehouse architectures combining object storage (S3) with open table formats (Apache Iceberg, Delta Lake) and catalog engines.

Salary Benchmarks

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

Core Technical Skills & Frameworks

  • Apache Iceberg
  • Delta Lake
  • Apache Spark
  • Parquet / ORC formats
  • AWS S3 / GCS