See where you stand and what's missing, free
Tell us where you are now, where you want to go and how many hours a week you have. No sign-up needed to see your first result; create an account only when you want to keep it or continue on another device.
The conversation stays in this browser tab and is gone when you close it. Nothing is kept until you choose "Save my profile": without an account it is kept for 30 days, and after you sign up you confirm it before it moves into your account.
How it works
- Pick your situation: student, working, changing careers, or not sure yet.
- Answer a few questions. For a specific role, go through the requirements its role page lists and mark each one: I have it, not yet, or not sure.
- Your result builds up on the right. Every line says what it is based on, and anything that can't be judged yet says what would show it.
What the result contains
- Suggested directions: 2–3, each with the reason and main requirements
- Where you are · where you want to go: each line with its source
- What's missing: grouped as skill, evidence, experience, expression and positioning
- Suggested plan: sized to the hours you have each week
- Make it more accurate: upload a resume, compare with a real job ad, take a short quiz
Tell us about you
Your first result is built from your answers, and every answer can be changed.
Let's see where you are, where you want to go and what's missing. First, which of these is you?
Want to change careers
Your job, or what you study
Your first result
Still talking: the rest fills in once you've answered
Based on
You saidSuggested directions
You haven't picked a direction yet, so here are a few based on your current work. Start with the first one's 4-week plan and decide once you see whether you keep going.
AI product manager
Decide where AI belongs, write clear requirements, build prototypes.
Main requirements
- Judge where AI fits
- Write clear requirements and evaluation criteria
- Explain a solution with a prototype
AI data analysis
Clean data, write queries and reach conclusions with AI.
Main requirements
- SQL queries and joins
- Clean data and check results
- Explain findings to non-technical colleagues
Vibe coding (building software with AI)
Build your own small tools with AI before you've finished learning to code.
Main requirements
- Set up a dev environment and read errors
- Turn a need into a task AI can carry out
- Ship a small tool that runs
Where you are
- Your situation
- Want to change careersYou said
Where you want to go
You haven't said where you want to go yet.
What's missing
Grouped into five types, each with what it's based on. Anything that can't be judged yet says what would show it.
Tools and techniques the role asks for that you don't have yet
Can be judged after you pick a specific role and go through its requirements.→ Browse AI-era roles
Work samples and certificates an employer can open
Can be judged after you upload a resume: whether you have work samples or certificates to show an employer.→ Resume check
Real projects, teamwork and internship-style work
Can be judged after you upload a resume: your projects, internships and team work.→ Resume check
Whether your resume, interviews and project stories land
Can be judged after comparing your resume with a real job ad.→ Compare with Job Hunter
Whether your direction and target role fit
- No target role yet: a gap can only be measured against a specific role.You haven't written a target role yet.You said
Suggested plan
You didn't say how many hours a week you have, so this uses the smallest load. Tell us your time and it will be re-planned.
Week 1
SkillRead the chapter on technical limits and business logic, pick a product you know and find one step AI could improve.
- Deliverable
- A one-page problem statement: who the users are, what they do now, which step AI changes.
- Done when
- You can say why this step suits AI and which one doesn't.
ExperienceLook at a team project you could put on your resume and sign up for one direction.
Take a lookEvidenceDo it in CareerOS desktopTurn what you made this week into a piece of work others can open and look at.
Do it in CareerOS desktopWeek 2
SkillRead "Prompt engineering for PMs" and have AI draft a PRD, then edit it yourself.
- Deliverable
- An edited PRD with the draft's problems marked.
- Done when
- Target metrics and edge cases are written down.
EvidenceDo it in CareerOS desktopTurn what you made this week into a piece of work others can open and look at.
Do it in CareerOS desktopWeek 3
SkillRead "Building a no-code MVP" and make a clickable prototype.
- Deliverable
- A link to the prototype.
- Done when
- Two people have tried it and you've noted their feedback.
EvidenceDo it in CareerOS desktopTurn what you made this week into a piece of work others can open and look at.
Do it in CareerOS desktopWeek 4
SkillRead "AI product metrics", set 3 metrics for the prototype and write a one-page review.
- Deliverable
- A review: what you did, what you learned, what's next.
- Done when
- You can talk through it for 3 minutes in an interview or internal pitch.
EvidenceDo it in CareerOS desktopTurn what you made this week into a piece of work others can open and look at.
Do it in CareerOS desktop
Courses and projects that close a gap
No course matches the gaps you listed right now. Start with the plan.
When to come back and adjust
After 4 weeks: if you finished the work and want to continue, then decide on more time or a course. If not, try the next direction.
Want it more accurate?
Right now the result is based on what you said. More material moves it up to a more reliable basis.
- Talk it through with AI
The AI asks follow-up questions. The basis is still what you said, just in more detail.
Sign in, uses AI credits - Upload your resume for a check
Basis becomes "from your resume": experience and evidence come from what you wrote.
Sign in, uses AI credits - Compare your resume with a real job ad
Basis becomes "resume × job ad": each requirement is checked against your resume.
- Take the AI impact quiz
Basis becomes "tested": which parts of your work AI is likely to change.
Save my profile
Saved as a new version of your career profile; your study space plans "Today" from this plan. Earlier versions are kept.
Answer a few questions first; you can save once there is a result