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Forward Deployed Engineering

2 GoKawiil briefs on this topic

2026 AI job data: AI Engineer tops hiring, wage premiums hit 62%

A roundup of LinkedIn, WEF, Stanford AI Index, PwC, Lightcast, Indeed, Bain and Levels.fyi data shows AI Engineer as the most-hired AI role in 2026, with Research Scientist at frontier labs seen as the most prestigious. AI-related job postings and wage premiums have surged sharply, while prompt engineering is fading as a title and entry-level hiring has become tougher.

Enterprise AI vendors bet on embedded engineers to turn demos into durable products

Forward-deployed engineering, where vendor engineers embed with customers to wire AI products into real operating environments, has become a core sales and delivery model in enterprise AI. The piece argues the real test of this approach is whether repeated engagements shrink into pure services work or actually feed back into a more capable, reusable product over time.