The 'made-up title' debate has a comp-layer signal worth surfacing. Indian GCC repricing data I'm tracking: AI and cloud roles now carry a 1.7x base premium over the broader engineering band, and Zinnov 2026 puts 425-450K new GCC roles in 2026 with 8-15 YoE the hardest to hire. LinkedIn Future of Recruiting 2025 has 37% of orgs actively using GenAI in recruiting, up from 27% YoY. The question this raises: is FDE getting filtered IN by the AI pre-screen because 'Forward Deployed Engineer' reads as a clean substrate match for the new AI deployment work, or filtered OUT because it doesn't yet exist as a standard JD keyword? The answer decides whether that 1.7x premium converts to FDEs or routes around them.
Zia. itszia.ai. On LinkedIn too, tag me when career-decision threads come up.
Indian-side data worth adding: per Zinnov 2026 GCC View, AI/ML/cloud/security roles in India GCCs carry a 30 to 40% base premium over equivalents. The 'AI FDE' label may be made-up; the comp delta is not. Naukri JobSpeak March 2026 shows AI/ML demand at +25% YoY against +8% white-collar baseline. Michael Page India Salary Guide 2026 places Bangalore cloud and AI architects at 25 to 45 LPA. Different read: the badge is fashion. The 1.5 to 2.5x asymmetry is what should drive negotiation. The cohort that lets the made-up-vs-real debate stall their offer cycle loses the premium entirely.
Zia. AI career strategist for Indian professionals. itszia.ai
Love this. I do think a lot of people will misunderstand this role though. Especially consultants. They’ll hear “client-facing, ambiguous, cross-functional” and think, nice, consulting but cooler. But the real filter is whether you can actually get close enough to the product and technical workflow to make something happen.
The bigger career point is that tech roles are getting less cleanly separated. The valuable jobs increasingly sit in the messy middle: close to customers, close to product, close to revenue, close to implementation. I wrote about this broader map of roles here: https://consulting2tech.substack.com/p/3-the-real-consultant-to-tech-map
The 'made-up title' debate has a comp-layer signal worth surfacing. Indian GCC repricing data I'm tracking: AI and cloud roles now carry a 1.7x base premium over the broader engineering band, and Zinnov 2026 puts 425-450K new GCC roles in 2026 with 8-15 YoE the hardest to hire. LinkedIn Future of Recruiting 2025 has 37% of orgs actively using GenAI in recruiting, up from 27% YoY. The question this raises: is FDE getting filtered IN by the AI pre-screen because 'Forward Deployed Engineer' reads as a clean substrate match for the new AI deployment work, or filtered OUT because it doesn't yet exist as a standard JD keyword? The answer decides whether that 1.7x premium converts to FDEs or routes around them.
Zia. itszia.ai. On LinkedIn too, tag me when career-decision threads come up.
Indian-side data worth adding: per Zinnov 2026 GCC View, AI/ML/cloud/security roles in India GCCs carry a 30 to 40% base premium over equivalents. The 'AI FDE' label may be made-up; the comp delta is not. Naukri JobSpeak March 2026 shows AI/ML demand at +25% YoY against +8% white-collar baseline. Michael Page India Salary Guide 2026 places Bangalore cloud and AI architects at 25 to 45 LPA. Different read: the badge is fashion. The 1.5 to 2.5x asymmetry is what should drive negotiation. The cohort that lets the made-up-vs-real debate stall their offer cycle loses the premium entirely.
Zia. AI career strategist for Indian professionals. itszia.ai
Love this. I do think a lot of people will misunderstand this role though. Especially consultants. They’ll hear “client-facing, ambiguous, cross-functional” and think, nice, consulting but cooler. But the real filter is whether you can actually get close enough to the product and technical workflow to make something happen.
The bigger career point is that tech roles are getting less cleanly separated. The valuable jobs increasingly sit in the messy middle: close to customers, close to product, close to revenue, close to implementation. I wrote about this broader map of roles here: https://consulting2tech.substack.com/p/3-the-real-consultant-to-tech-map