CLASSICAL ML
← THE STATS COREMNC and GCC led, with services firms, product companies and a smaller-employer tail.
Skills deep-dive
The most common fresher-accessible role in this profile, reduced to its essential skills. Target this stack to get hired quickest.
Sub-tracks within this profile. Picking one is not optional.
MNC and GCC led, with services firms, product companies and a smaller-employer tail.
MNC-led, with established mid-size firms, services shops and a little elite tech.
Broadly spread across MNCs, startups, mid-size firms and services, with no clear leader.
The most MAANG-weighted DS track, though on very few postings, with domestic and MNC roles behind.
MAANG-weighted with MNC support, on a handful of specialist postings.
Two things. Which skills grow more important with seniority, and which carry over when switching profiles.
Two distinct company pools with different skill profiles.