AI Product Management Interview Crash Course [4h]
Marily Nika
GenAI Product Builder @Google, ex-Meta
Every week, more and more companies ask for AI fluency.
PMs are suddenly expected to speak about evals, copilots, model tradeoffs, agent workflows, safety, prototyping, and AI product sense — often in the same interview loop.
Most candidates prepare the wrong way.
They memorize generic PM answers, skim a few AI buzzwords, and hope they can improvise when the interviewer asks, “How would you build this with AI?”
That is exactly what this workshop fixes.
In 4 hours, you go from “I kind of know AI” to a candidate who can answer AI PM interview questions with clarity, structure, and credibility. You will learn how to tackle product sense, execution, strategy, technical AI questions, case questions, and mock interview prompts in a way that sounds sharp, modern, and hireable.
You leave with a complete AI PM interview toolkit: answer frameworks, high-signal sample answers, a question bank, mock interview drills, and a repeatable prep system you can use immediately.
This is an interview-prep lab for L5-L8 roles, tailored to FAANG.
Workshop agenda
- 12:00PM EDT
Module 1 — AI Product Sense [50 min]
You leave with a framework for answering AI product sense questions with the right judgement for AI's probabilistic nature, guardrails & AI tools that you can use during your answer via screen share
- 1:00PM EDT
Module 2 — Measuring Success in AI Products [50 min]
You leave with: a practical framework for metrics, evals, and success measurement.
- 2:00PM EDT
Module 3 — Preparing a Case [50 min]
You leave with: templates for your case study and approaches you can use in interviews immediately.
- 3:00PM EDT
Module 4 — Craft & Execution
You leave with: a framework for questions on execution, GTM & troubleshooting for AI Products
Learn directly from Marily
Marily Nika
AI Product Lead @ Google, ex-Meta, Harvard Business School Fellow
Who this workshop is for
Product Managers trying to break into AI PM roles (GenAI, AI platform, or AI feature teams)
Leaders who want product-centric thinking and frameworks and technical interview rounds
PMs who know product, but do not yet know how to sound strong in AI interviews
What's included
Live sessions
Learn directly from Marily Nika in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
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Frequently asked questions
$499
USD