The
Forward Deployed Engineer
Talent Landscape in India

We partnered with AIM Research to study what leading technology companies need, what they pay, and why the demand for Forward Deployment Engineers is outpacing the available talent.

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We spoke to the companies and the ones in there leading the Forward Deployed revolution and here's what we found

Demand outruns supply in every role

By role level, share of employers reporting need against available talent

SUPPLY

DEMAND

Field-deployed AI builders

45%

95%

+50

Enterprise solution and platform

62%

78%

+16

Production AI / MLOps /LLMOps

55%

90%

+35

Transformation, assurance and risk

35%

80%

+45

What the roles pay

Indicative median, in LPA, by role family and experience band

FIELD DEPLOYED

SOLUTION & PLATFORM

MLOPS / LLMOPS

TRANSFORMATION & RISK

0–3 years

4–8 years

9–15 years

155

125

Above 15 years

Who employs FDE talent

Share of FDE talent by organization type

38%

24%

14%

BIG TECH

FDE talent is concentrated in Big Tech firms, driving more than 2.5x the share of AI-first startups.

PRODUCT COMPANIES

Product companies and IT services / consulting draw an identical share of FDE talent.

IT SERVICES/ CONSULTING

Large, established firms continue tobe a major employer of FDEs.

AI-FIRST STARTUPS

AI-first startups continue to attract specialized FDE talent in niche,high-growth bets.

Read the full report

The next generation of AI leaders will not be defined by how many tools they know, but by their ability to turn complex business problems into solutions that work in the real world. This report shows just how urgently the market is looking for that talent.

Raghav Gupta

Founder, FDE Academy

About FDE Academy

Built for the people who will deploy AI in the real world.

Explore Our Program

One of India's first structured pathways preparing experienced engineers for high-impact Forward Deployed Engineering roles.

Tech + Consultancy Dual Pathway

Built and Taught by FDEs

Real World Hands on Problem Solving

4.7% Acceptance Rate

India's AI Talent Finds Its Global Frontline Role - The Rise of the FDE

Explore the demand, talent gaps, compensation benchmarks and organisations shaping one of the most important roles in enterprise AI.

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