How to become a Generative AI Product Manager?

Madhumita Mantri
2 min readApr 26, 2024

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Generative AI is exploding. From crafting compelling marketing copy in seconds to generating realistic images — it seems the possibilities are endless. But who will guide these revolutionary tools toward products that truly meet customer needs and transform industries? Enter the Generative AI product manager.

The Essential Skills

Let’s break down the skills needed to excel in this emerging space:

  • AI Fluency: A solid understanding of AI concepts, model types (LLMs, GANs, etc.), limitations, and ethical considerations is a must.
  • Prompt Engineering Wizardry: The ability to craft prompts that unlock the full potential of generative models is a superpower.
  • Data Intuition: Generative AI thrives on data. Understanding how to collect, refine, and utilize data effectively is key.
  • User-Centricity: Putting the user’s needs at the heart of AI-powered product development is paramount.

The Path to Generative AI PM

It’s not a linear route, but here are ways to build the foundation:

  • Hands-On Experimentation: Explore tools like ChatGPT, DALL-E, etc. Build simple projects to gain practical experience.
  • Online Courses: Platforms like Coursera and Udemy offer excellent Generative AI specializations.
  • AI Communities: Network and learn from experts on forums and social media.

Example: Sarah’s Transition

Sarah was a seasoned product manager in e-commerce. Fascinated by AI, she took courses, experimented with generative models, and even built a side project that helped businesses create personalized product descriptions. Recognizing how this could revolutionize her industry, she made the leap, landing a Generative AI Product Manager role to shape cutting-edge AI-powered shopping experiences.

Are you excited about the future of Generative AI products? Share your thoughts or experiences in the comments!

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Madhumita Mantri
Madhumita Mantri

Written by Madhumita Mantri

I write about How to Empower Data and AI Innovation with 0 to 1 Product Mastery and Product Management Interview prep, Career Transition to PM!

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