Product managers and domain experts play a crucial role in AI development as they provide invaluable insights into customer needs and product decisions, which cannot be replaced by AI engineering. Engineering is more about picking the right product direction rather than just good engineering. The last difficult-to-automate task is making sound product decisions. Ideally, AI engineers should embody product thinking along with ML knowledge and engineering skills. In a team, the PM and domain expert are essential to provide inputs for engineers, as they translate requirements into current capabilities. The AI engineer is equipped to understand the state of the art in AI models and can guide the team based on their product-focused mindset. The presence of PMs and domain experts to understand customer problems remains crucial in the age of AI development.

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