Role-Level Capacity Forecasting & Demand Matching
| Scenario | Sr Cloud Eng | ML/AI Spec | Cyber Analyst | Avg Coverage | Cost Impact | Risk |
|---|---|---|---|---|---|---|
| Status Quo (No Action) | 0.64 | 0.71 | 0.78 | 0.87 | $0 | High |
| Hire 2 Sr Cloud + 1 ML/AI (12 wks) | 0.94 | 0.96 | 0.91 | 1.04 | +$420K | Low |
| Contract Staff (4 wks) | 0.86 | 0.84 | 0.91 | 0.96 | +$580K | Medium |
| Hybrid: 1 Hire + 2 Contract | 0.92 | 0.91 | 0.93 | 1.02 | +$490K | Low |
| ✓ Recommended | 0.94 | 0.96 | 0.91 | 1.04 | +$420K | Low |
| Role | Current FTE | Demand (hrs) | Coverage | Gap (hrs) | Hire Lead | Runway | Action |
|---|---|---|---|---|---|---|---|
| Senior Cloud Engineer | 18 | 2,820 | 0.64 | -920 | 14 wks | 6 wks | Open 2 reqs immediately |
| ML/AI Specialist | 9 | 1,260 | 0.71 | -580 | 16 wks | 8 wks | Open 1 req + contract |
| Cybersecurity Analyst | 12 | 1,540 | 0.78 | -340 | 10 wks | 11 wks | Monitor + internal transfer |
| DevOps Engineer | 22 | 2,090 | 0.95 | +110 | 12 wks | — | No action |
| Full-Stack Developer | 48 | 4,230 | 1.14 | +590 | 8 wks | — | Deploy to other roles |
| Data Engineer | 15 | 1,380 | 1.09 | +120 | 11 wks | — | No action |
| Solutions Architect | 14 | 1,260 | 1.11 | +140 | 13 wks | — | No action |
| Project Manager | 26 | 2,340 | 1.11 | +260 | 9 wks | — | No action |