AI engineer vs. forward deployed engineer: Which role delivers the most business value?
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Summary
A prominent AI expert says that forward-deployed engineers are limited, and that the broader emerging category of AI engineers has the greatest career potential. Is he right?
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In a sense you will have to get very good at thinking about your own organization as itself the product, and the AI as the system which delivers the product value that your organization offers which you’ve chosen to define.
— Lei Gong (@gonglei89) June 24, 2026