University · Universiti Sains Malaysia
Cohort dashboard
A simple read on how your cohort is doing — aggregate only, never an individual watchlist.
7
Received an offer
8
Applying now
27
Not applied yet
26/42
Started building evidence
Field alignment
Are students applying and getting hired in their field of study, or exploring other fields?
14
Applied in their field
1
Applied to another field
7
Offer in their field
0
Offer in another field
A student can appear in more than one bucket if they applied across fields. Field is inferred from role titles via Atlas.
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Skills in demand
Which skills industry emphasises, by field — to shape your curriculum.
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Cohort gaps
Where demand and what your cohort can evidence diverge, and what kind of gap it is.
What this workspace can and cannot see
- Aggregate and opt-in only. No student is named here and no individual record can be opened.
- Figures are counts across your cohort, computed from evidence students approved themselves.
- Nothing you read here is filed, tracked or reported back — it is information for your own planning.
- The university has no action inside a candidate's profile and never sees an application.