Bengaluru: Forward Deployed Engineers (FDEs) have become the latest buzzword in enterprise AI. Hardly a technology earnings call now ends without executives outlining plans to build dedicated FDE teams as customers move beyond AI pilots. Demand for this talent is soaring, but finding it in the market is proving difficult.AWS, for instance, is investing $1 billion to embed AI forward deployed engineers with customers.The growing focus reflects a fundamental challenge in enterprise AI. While large language models have advanced rapidly, deploying them within enterprises remains difficult. Business data is fragmented across legacy systems, workflows span multiple applications, and every customer environment is unique. Building AI that delivers measurable business outcomes requires far more than writing code.That is where FDEs come in. India’s IT companies are now racing to build these capabilities.NTT Data is taking a targeted approach. Sudhir Chaturvedi, global chief growth officer, said the company is building a forward deployed engineering talent pool alongside investments in AI platforms and infrastructure, but believes the differentiator is not AI expertise alone.“That depth of knowledge becomes extremely important in AI transformation. If you’re redesigning an end-to-end business workflow, you need to understand every layer of that workflow — from integration and orchestration to how the business operates,” he said.Chaturvedi argued this makes FDEs fundamentally different from conventional full-stack engineers.“A full-stack engineer understands the technology stack. An FDE understands both the business complexity and how technology can solve that business problem,” he said, citing healthcare revenue-cycle management as an example where engineers must understand not only software but also complex interactions among hospitals, insurers and government agencies.Infosys plans to create a team of 6,000 frontier engineers over the next few years, largely through internal reskilling and campus hiring.Cognizant is taking a broader organisational approach, creating 5,000 frontier-certified engineers to build AI agents alongside 10,000 frontier business operators who will manage blended human-AI delivery teams.Persistent Systems is developing its own version of the role. Chief executive Sandeep Kalra described FDEs as customer-facing engineers who deploy AI solutions, customise platforms and identify new business opportunities.According to FDE Academy, entry-level FDEs typically earn Rs 12 lakh-Rs 18 lakh annually, while mid-level professionals command Rs 20 lakh-Rs 35 lakh. Senior FDEs earn Rs 35 lakh-Rs 45 lakh, and compensation at AI startups and SaaS unicorns can reach Rs 60 lakh-Rs 70 lakh a year.Vijay Vijayasankar, writing on his blog AndVijaySays and global Agentic AI Officer at Genpact, argued that traditional system integrators are built around maximising billable hours, whereas successful FDE models reward automation, reusable software and business outcomes.
