Business · Very high demand
AI Product Manager
Decides what AI product to build, what good looks like, and when it's safe to ship.
What people earn
Entry
$80k–$105k
Mid-level
$115k–$165k
Senior
$170k–$260k
AI PM roles increasingly require hands-on prototyping ability.
Skills that matter
- Problem framing
- Evaluation design
- Prototyping
- Risk assessment
- Stakeholder communication
- Pricing and cost models
Your path at Aivo
- 1
Foundations
Complete the 21-day certification.
- 2
Hands-on
Complete Lovable Academy so you can prototype yourself.
- 3
Rigour
Complete OpenAI Academy to expert for evaluation and governance.
- 4
Evidence
Publish a prototype plus its evaluation and risk assessment.
Academies to take
Lovable Academy
Describe an app, get a real one, ship it the same day.
OpenAI Academy
ChatGPT, GPT models and the wider OpenAI toolkit, end to end.
Notion AI Academy
Your notes, wiki and tasks — with a brain attached.
Cursor Academy
An editor that writes code with you, not for you.
Tools you'll use
Portfolio checklist
- • A prototype someone can try
- • A written definition of 'good enough to ship'
- • Cost model included
- • Risks and mitigations listed
Projects that impress
- • A working prototype of an AI feature
- • An evaluation plan with a shipping bar
- • A risk and governance assessment
Interview prep
How do you decide an AI feature is ready?
A test set, a rubric, a defined bar, and a rollback plan.
How do you handle non-deterministic output in a spec?
Specify acceptable ranges and failure behaviour, not exact strings.
What would make you kill an AI feature?
Cost per successful outcome exceeding value, or unfixable silent failures.
Credentials that help
- Aivo AI Certificate
- Lovable Academy — Advanced
- OpenAI Academy — Expert