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Roadmap To Become An AI Product Manager
Step 1: Learn AI
fundamentals
Understand what
LLMs can and can't
do.
Andrew Ng's AI for
Everyone course is
the fastest path.
Step 2:
Master product
management basics
Roadmapping,
metrics,
user research,
prioritisation.
Reforge or Cracking
the PM Interview
book.
Step 3: Study AI-
specific challenges
Data quality,
model bias,
hallucinations,
latency, cost.
Read AI papers
and follow
researchers on X.
Step 4: Reverse
engineer
AI products
How does ChatGPT
monetise?
What makes Claude
different?
Analyse successful
AI products and
write case studies.
Step 5: Build
something with an
API
Use ChatGPT
or Claude API
to prototype a
simple feature.
Talk to users. Learn
what's actually hard.
Step 6: Network in
AI communities
Join AI product
spaces,
follow AI leaders on
LinkedIn,
attend conferences.
Learn from people
shipping at top
companies.
Step 7: Apply to AI-
first companies
Target start-ups or
AI labs.
Your first role might
be Associate PM.
That's the standard
path in.