For university career centres
Cohort view
The same engine, run across a whole year group: where skills are thin on the ground, which roles students are heading for, and what that means for the SDGs.
Demo cohort, not real students. 180 synthetic final-year students (60 per programme) drawn from typical skill mixes with a fixed seed. A real career centre would load its own anonymised, aggregated survey data instead.
Moderate AI · data Latest (16 Oct 2026)Skills heatmap
Share of each programme with the skill at project level or above, for the 16 technical skills with the strongest outlook
| Skill | Outlook | Computing | Electrical & electronic | Mechatronics |
|---|---|---|---|---|
| CAD (AutoCAD / SolidWorks) | Rising | 0% | 0% | 53% |
| Digital design (Verilog / VHDL / FPGA) | Rising | 0% | 22% | 0% |
| Energy efficiency & audits | Rising | 0% | 12% | 0% |
| C / C++ | Rising | 30% | 40% | 38% |
| Solar PV design | Rising | 0% | 5% | 0% |
| Signal processing | Rising | 0% | 40% | 0% |
| Mobile apps (Android / iOS) | Rising | 12% | 0% | 0% |
| Embedded systems & microcontrollers | Rising | 0% | 28% | 32% |
| MATLAB & Simulink | Rising | 0% | 47% | 32% |
| C# / .NET | Rising | 0% | 0% | 0% |
| Data analysis (pandas / notebooks) | Rising | 23% | 13% | 5% |
| Statistics & forecasting | Rising | 12% | 0% | 0% |
| Engineering mathematics | Rising | 0% | 53% | 47% |
| Generative AI & LLM apps | Rising | 12% | 0% | 0% |
| Control systems | Rising | 0% | 33% | 47% |
| Semiconductor & electronics testing | Rising | 0% | 7% | 0% |
Where to run workshops
Rising skills the fewest students have at project level.
C# / .NET
Outlook score 74, but only 0% of the cohort can use it in a project.
Solar PV design
Outlook score 78, but only 2% of the cohort can use it in a project.
Semiconductor & electronics testing
Outlook score 62, but only 2% of the cohort can use it in a project.
Energy efficiency & audits
Outlook score 80, but only 4% of the cohort can use it in a project.
SDG targets the cohort is heading towards
Targets linked to each student's top-matched role.
- 7.2Affordable and clean energy66
- 9.2Industry, innovation and infrastructure63
- 8.2Decent work and economic growth61
- 9.5Industry, innovation and infrastructure60
- 9.4Industry, innovation and infrastructure56
- 7.3Affordable and clean energy43
Readiness for the roles students match best
How many students are top-matched to each role, and what share already cover 60% of its weighted skills
Energy Engineer
RisingMechatronics Engineer
RisingManufacturing Engineer
RisingComputer Hardware Engineer
RisingSolar Energy Systems Engineer
RisingWeb & Digital Interface Designer
TransformingAggregated view only: SkillTide never shows a career centre an individual student's profile.