Product manager and data scientist pay in Pakistan: what 12 and 16 salary submissions can (and can't) tell you
Levels.fyi shows a PKR 4.01M median for product managers and PKR 3.96M for data scientists in Pakistan. Why such small samples need care.
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Articles tagged levels-fyi.
Software engineer salary in Pakistan 2026: Levels.fyi says PKR 3.14M, PayScale says PKR 989K. Here's why
Two salary sources, a 3x gap at the median. What Levels.fyi (148 submissions) and PayScale (490 profiles) actually measure, and how to use both.