Big Tech companies are racing to build specialized engineering workforces to demonstrate measurable returns on their massive AI investments. AWS has committed $1 billion to a forward-deployed engineering initiative, Anthropic is investing $100 million to train 10,000 engineers by the end of 2027, and OpenAI has launched an enterprise deployment business backed by more than $4 billion in initial funding. U.S. job postings for forward deployed engineers surged from fewer than 200 in 2023 to over 7,300 in the first nine months of 2026, with median advertised salaries reaching $195,456, triple the overall U.S. median. Early deployments show engineering productivity gains, but no confirmed financial returns have yet materialized, leaving investors demanding concrete business outcomes.
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