Engineers need customer skills

Amazon Web Services vice president Marc Brooker said software engineers will need more customer-facing work as artificial intelligence moves from demos into live products. (tech.yahoo.com) Brooker, a vice president and distinguished engineer for agentic artificial intelligence at Amazon Web Services, made the comments on *The Peterman Pod* episode released on Monday, April 13. He said careers built around sitting in an integrated development environment and coding alone for eight hours will get “harder and harder” to sustain. (tech.yahoo.com) (open.spotify.com) He said engineers who want to “learn from my customers about what they’re building and what they need” will become “ever more highly valuable.” He also said there is still room for deeply technical specialists because asking the right questions has become more important. (tech.yahoo.com) The shift tracks a broader change in artificial intelligence work: companies are spending less time on proofs of concept and more time trying to connect models to real data, workflows, and budgets. Amazon Web Services has been pitching that transition for months in its own executive materials on moving artificial intelligence projects from prototype to production. (aws.amazon.com) (www.kentik.com) That production push has created demand for hybrid jobs that mix coding with direct customer work. OpenAI says its forward deployed engineers work with strategic customers on discovery, system design, buildout, and production rollout, while Databricks describes its artificial intelligence forward deployed engineers as a customer-facing team that helps clients build and productionize new applications. (openai.com) (www.databricks.com) Semafor reported in July 2025 that forward-deployed engineers had become one of the hottest jobs in artificial intelligence because they turn model capability into working automation inside customer organizations. Business Insider separately profiled a 24-year-old forward deployed engineer in March 2026 who said the role depends on context-switching and communication as much as technical skill. (www.semafor.com) (www.businessinsider.com) Amazon has been making the same case internally and publicly around training. In November 2025, Amazon Web Services said its Skill Builder platform was adding Meeting Simulator, an artificial intelligence communication-skills tool, alongside a new professional certification for developers building production-ready generative artificial intelligence systems. (www.aboutamazon.com) Brooker’s comments also fit Amazon’s long-running emphasis on “customer obsession.” Amazon Web Services has published multiple hiring and culture pieces that frame customer understanding as a core part of engineering and innovation, not a separate business function. (aws.amazon.com 1) (aws.amazon.com 2) For engineers, the message from Brooker was not that coding disappears. It was that the engineers who can write software and explain, adapt, and ship it with customers may have the clearer path as artificial intelligence systems leave the lab. (tech.yahoo.com)