India GCC reskilling: 56% hiring demand targets mid-career AI talent
Synopsis
India's GCCs are no longer just hiring for AI — they are retraining for it. With talent gaps of up to 40 per cent in AI and data roles, a Quess Corp report shows GCCs are systematically converting Backend Developers into Applied AI Engineers and Data Scientists into ML Operations specialists. The reskilling-first strategy, concentrated in mid-career professionals, may reshape how India's tech workforce is built.
Key Takeaways
56 per cent of GCC hiring demand in Q1 FY2027 targeted professionals with 4–12 years of experience, per Quess Corp .
GCCs are pursuing role-adjacent reskilling , converting Backend Developers, Data Scientists, and Cloud Engineers into AI-focused roles.
AI, Data & Analytics was the fastest-growing capability, up 10 per cent quarter-on-quarter and representing 17 per cent of hiring demand.
Talent gaps of up to 40 per cent in AI and data roles are driving the structural shift away from external hiring.
GCCs with fewer than 500 employees led growth at 8 per cent QoQ ; larger centres ( 1,000–5,000 employees ) held 40 per cent of total demand.
Telecom & Networks was the only sector to contract; Manufacturing & Industrial led demand with a 25.1 per cent share.
India's Global Capability Centres (GCCs) are pivoting away from external recruitment toward role-adjacent reskilling to close widening AI and digital talent gaps, according to a report released on Wednesday, 15 July 2025 by Quess Corp. The findings show that 56 per cent of GCC hiring demand in Q1 FY2027 was concentrated in professionals with four to 12 years of experience — a cohort increasingly being retrained rather than replaced.
The Reskilling Shift
Rather than competing in a tight external talent market, GCCs are creating structured pathways that allow professionals with adjacent technical skills to step into emerging technology roles. The Quess Corp report documents several such transitions already under way across the sector.
Backend Developers are moving into Applied AI Engineer roles; Data Scientists are transitioning into ML and Model Operations Engineering; and Data Engineers are being repositioned as AI Data Platform Engineers. On the infrastructure side, Cloud Engineers are shifting into Platform Engineering, while QA Automation Engineers are evolving into Autonomous QA Engineering. Cybersecurity Analysts are moving toward Cloud Security Engineering, and DevOps Engineers are transitioning into DevSecOps Engineering.
AI Talent Gap Driving Urgency
Kapil Joshi, Chief Executive Officer of Quess IT Staffing, said talent shortfalls are the primary catalyst for this structural shift. 'AI, Data & Analytics has emerged as the fastest-growing capability, expanding by around 10 per cent and accounting for nearly 17 per cent of hiring demand. At the same time, talent gaps of up to 40 per cent across AI and data roles are fundamentally changing how organisations build their workforce,' Joshi said.
Overall GCC hiring remained steady in the quarter, growing by approximately 5–6 per cent quarter-on-quarter, with demand concentrated in AI, Data & Analytics, Platform Engineering, Cloud & Infrastructure Engineering, and Cybersecurity.
Smaller GCCs Lead Growth, Larger Centres Hold Volume
GCCs with fewer than 500 employees recorded the fastest hiring growth at approximately 8 per cent quarter-on-quarter, buoyed by new GCC formations and the build-out of specialised AI and digital capability teams. Larger organisations in the 1,000–5,000 employee band, however, continued to account for around 40 per cent of total GCC hiring demand, reflecting their scale advantage.
Sector Breakdown
Manufacturing & Industrial remained the largest hiring sector with a 25.1 per cent share of demand, while BFSI accounted for 20.9 per cent. Professional Services & Consulting recorded the highest quarter-on-quarter growth at around 9 per cent, accounting for 10.3 per cent of total hiring demand. Technology & Product followed with approximately 7 per cent growth. Notably, Telecom & Networks was the only sector to register a contraction during the quarter.
What This Signals for India's GCC Ecosystem
This comes amid a broader global push by multinationals to deepen their India GCC footprints, particularly for high-value AI and analytics functions. The reskilling-first approach suggests that GCCs are no longer treating India purely as a hiring market — they are investing in workforce transformation as a competitive lever. How quickly organisations can close the reported 40 per cent talent gap in AI and data roles will likely determine which GCCs emerge as genuine AI capability hubs over the next two to three years.
Point of View
And GCCs appear to have accepted that. The pivot to role-adjacent reskilling is pragmatic, but it also reflects a market reality: there simply are not enough trained AI engineers to recruit at the scale these centres need. The more telling signal is that smaller GCCs are growing fastest, suggesting that the next wave of India's GCC expansion is leaner, more specialised, and AI-first from inception. Whether large legacy centres can retrain fast enough to keep pace with these agile new entrants is the real competitive question the report leaves unanswered.
NationPress
15 Jul 2026
Frequently Asked Questions
What is role-adjacent reskilling in India GCCs?
Role-adjacent reskilling is the practice of training existing employees with related technical skills to transition into new, emerging technology roles — rather than hiring externally. In India's GCCs, this includes moving Backend Developers into Applied AI Engineering and Data Scientists into ML Operations roles, according to the Quess Corp report.
Why are India GCCs shifting to reskilling instead of external hiring?
Talent gaps of up to 40 per cent in AI and data roles, combined with a tight external talent market, are making internal reskilling more practical and cost-effective. The Quess Corp Q1 FY2027 report indicates GCCs are building structured career pathways as a direct response to this shortage.
Which sectors are driving GCC hiring demand in Q1 FY2027?
Manufacturing & Industrial led with a 25.1 per cent share of total demand, followed by BFSI at 20.9 per cent and Professional Services & Consulting at 10.3 per cent. AI, Data & Analytics was the fastest-growing capability, expanding by around 10 per cent quarter-on-quarter.
Which GCCs are growing the fastest?
GCCs with fewer than 500 employees recorded the fastest hiring growth at around 8 per cent quarter-on-quarter, driven by new GCC formations and specialised AI team build-outs. Larger organisations with 1,000–5,000 employees still account for the largest share of total demand at around 40 per cent.
What roles are GCCs most actively converting through reskilling?
Key transitions include Backend Developers to Applied AI Engineers, Data Scientists to ML and Model Operations Engineers, Cloud Engineers to Platform Engineers, and DevOps Engineers to DevSecOps Engineers, according to the Quess Corp report.
