| Data Warehouse | Maintain | 15,138 | $142,500 |
| Data Architecture | Invest | 14,648 | $162,500 |
| Data Warehousing | Maintain | 14,258 | $152,500 |
| Data Storage | Maintain | 10,353 | $167,500 |
| Cognos | Migrate | 3,491 | $102,500 |
| Image Storage Solutions | Maintain | 2,623 | $107,500 |
| Document Storage | Maintain | 1,176 | $72,500 |
| Data Mesh Implementation | Invest | 1,122 | $177,500 |
| Data Lakehouse Architecture | Invest | 1,062 | $187,500 |
| SAP NetWeaver BW | Migrate | 965 | $127,500 |
| Cohesity | Monitor | 293 | $157,500 |
| Data Virtualization Architecture | Maintain | 218 | $162,500 |
| MinIO | Maintain | 181 | $192,500 |
| Graph Database Modeling | Maintain | 96 | $167,500 |
| Embedded In-Process Analytics Engineering | Invest | 54 | — |
| Time-Series Database Engineering | Maintain | 26 | — |
| Open Table Format Interoperability | Invest | 25 | $202,500 |
| Declarative Data Infrastructure as Code | Invest | 12 | — |
| Infobright Community Edition (ICE) | Obsolete | 11 | — |
| Web-based information systems | Not rated | 9 | — |
| Carbon-Aware Data Engineering | Monitor | 3 | — |
| Hybrid Transactional-Analytical Processing | Invest | 3 | — |
| Backblaze B2 | Maintain | 2 | — |
| Unstructured Data Lakehouse Engineering | Invest | 2 | — |
| Real-Time OLAP Engineering | Invest | 1 | — |
| Azure Archive | Maintain | — | — |
| Corporate Information Factory (CIF) | Migrate | — | — |
| IBM InfoSphere Warehouse | Migrate | — | — |
| Streaming Lakehouse Integration | Invest | — | — |
| ValueTech Report Builder | Monitor | — | — |