For students
See which official jobs fit you, what skills you're missing, and practise for that job before your next step.
For SPM leavers to degree students
Find the job your studies point to, and get ready for it.
CareerPrep matches what you know to Malaysia's official job list, shows the skills you're missing, and helps you practise until you're ready.
Free for students · You choose what's shared
Target job · AI engineerYour skill gap
You have 4 of the 9 skills this job asks for.Source: MASCO 2020 and ESCOBuilt on official data: MASCO 2020 (Ministry of Human Resources) · ESCO skills · MQA register of programmes
How it works
From what you know to a job you're ready for
Tell us about yourself
Your interests, results or modules, skills and projects. About 5 minutes.
See your matches
Official MASCO jobs that fit what you added, with the reasons shown on a career map.
Practise with your plan
Short lessons for each missing skill, quick reviews, mock interviews and a CV.
Talk to a person
Book a career adviser. They see only what you choose to share.
Who we are
About us
We are Software Engineering students at the German-Malaysian Institute (GMI), building CareerPrep for students like us.
Near the end of our diploma, we open a job board and see hundreds of titles, with no way to tell which ones our modules actually prepare us for. The information exists: Malaysia's official occupation list, MASCO 2020, the ESCO skills list, and our own course outlines. Nothing connects them. CareerPrep does.
What we want
Our goal
Give every student a clear answer to "what job are my studies for, and am I ready?", with the evidence behind it and practice for the real interview.
For career advisers
Start every conversation from what the student chose to share, not from zero.
For institutions
See how each programme maps to national jobs and where a cohort falls short, with no names attached.
How we protect your data
- You choose what's sharedYour adviser sees only what you tick for each booking.
- AI only if you say yesFeedback uses Google Gemini only when you turn it on. Lessons and checks never need it. It stays off for students under 18.
- No names in reportsYour institution sees totals only, and never a group smaller than 5 students.
- Delete it any timeDownload everything we hold, or delete your account in one step.
Questions
Is CareerPrep free?
Yes, for students. Institutions that use it for their career services pay for it.
Who can see my data?
You, and your career adviser only for what you choose to share. Your institution sees totals with no names. Read the Privacy Notice for the details.
Does it use AI?
Matching uses official job and skill lists, not AI. AI writes feedback on your notes and interview answers only if you turn it on, and it is always labelled.
Is it only for GMI students?
We are starting at GMI. It is built for anyone from SPM leavers to degree students.