Skills by role heatmap
Helps you see cross-cutting competencies and specialisations: which skills are used across many roles and which are niche.
Top universal skills
Skills that appear in the largest number of roles.
Heatmap: roles × skills
X axis — roles, Y axis — skills; intensity reflects the number of expectations.