Staging environment
Workshop

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.

What you’ll learn

    Workshop agenda

    • 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

    • Module 2 — Measuring Success in AI Products [50 min]

      You leave with: a practical framework for metrics, evals, and success measurement.

    • Module 3 — Preparing a Case [50 min]

      You leave with: templates for your case study and approaches you can use in interviews immediately.

    • Module 4 — Craft & Execution

      You leave with: a framework for questions on execution, GTM & troubleshooting for AI Products

    Learn directly from Marily

    Marily Nika

    Marily Nika

    Contact

    AI Product Lead @ Google, ex-Meta, Harvard Business School Fellow

    See all products from Marily

    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

    Marily Nika

    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.

    Maven Guarantee

    Your purchase is backed by the Maven Guarantee.

    Get Marily's best selling O'Reilly book sent to you for free!

    Frequently asked questions

    Maven for Teams

    Reimbursement

    Get your company to pay

    Everything L&D needs: email template, receipts, and certificate of completion.

    Get reimbursed

    Private cohort

    Run a cohort for your org

    A dedicated cohort with a custom schedule and curriculum, tailored to your team.

    Book a private cohort