University console · Skill Gaps

Skill gap heatmap

Department-level skill coverage across the cohort. Cells with n < 25 are suppressed.

Cells suppressed when n < 25

Department-level skill gaps

Cloud/Docker

System Design

ML/Data

Distributed

Security

72%

54%

68%

48%

52%

Data Science

56%

51%

82%

38%

34%

Robotics Eng.

42%

48%

55%

36%

31%

Electrical & Computer

38%

46%

32%

29%

44%

Bioinformatics

48%

36%

78%

22%

31%

Low

High

Cloud/Docker

CS72%

Data Science56%

Robotics Eng.42%

Electrical & Computer38%

Bioinformatics48%

System Design

CS54%

Data Science51%

Robotics Eng.48%

Electrical & Computer46%

Bioinformatics36%

ML/Data

CS68%

Data Science82%

Robotics Eng.55%

Electrical & Computer32%

Bioinformatics78%

Distributed

CS48%

Data Science38%

Robotics Eng.36%

Electrical & Computer29%

Bioinformatics22%

Security

CS52%

Data Science34%

Robotics Eng.31%

Electrical & Computer44%

Bioinformatics31%