Amazon Struggles to Find Rare AI Engineers: 'These Are Unicorns'
Amazon's search for forward-deployed engineers has become increasingly challenging due to their high demand in the field of AI, says Asa Kalavade, vice president of forward-deployed engineering at Amazon Web Services. According to Kalavade, FDEs are a unique breed of engineers who can hit the ground running and integrate AI into companies' workflows.
The company is looking for individuals with a specific skill set that includes a product customer mindset, deep software expertise, and agentic experience. 'These are unicorns,' Kalavade said, referring to the rarity of finding such talent. Amazon has invested $1 billion in creating a dedicated AWS FDE organization.
The field is highly competitive, with companies like Anthropic, OpenAI, and Microsoft vying for a share of the lucrative enterprise AI business. Between May and July, these companies and Amazon pledged roughly $9 billion to FDE-related ventures. Kalavade believes that colleges and universities are still developing FDE training programs, but recent batches have shown improvement in their familiarity with AI.
Kalavade emphasized the importance of FDEs in turning AI models into customized solutions. 'Anyone can build an agent now,' she said, 'but how do you make sure the agent has the right guardrails?' Amazon wants to make AI integration easier while also making companies more self-sufficient.