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GCCs Raise AI Hiring Bar: System Design Now Expected at 4–6 YOE
Global Capability Centers in Bengaluru and Hyderabad updated AI/ML hiring rubrics in June–July 2026. Roles previously accessible at 3–4 years of experience now require system design depth, production ML deployment, and cross-functional ownership.
What This Means for Your Career
GCC AI roles are not easier than product company equivalents in 2026. Engineers targeting captives should prepare for system design + ML ops interviews, not just framework tutorials. Comp bands remain 15–25% above IT services but the bar is rising faster than pay.
Source: NASSCOM - Read original
Where This Sits in AI Evolution
This article sits in the Now (2026) phase: AI as Core Operating Layer. Business edge now depends on reliability, governance, and workflow integration.
2020
Foundation Models Expand
Late 2022
Chat UX Breakout
2023
Copilot Adoption Wave
2024
Multimodal + Open Models
2025
Reasoning + Agent Systems
Now (2026)
AI as Core Operating Layer
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