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Data Observability & Lineage
A skill group in Data, AI & Analytics › Data Governance, Quality & Stewardship: 15 skills, 13 of them carrying a SynapseScope Skill Rating, named in 12,321 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Data Tracking | Not rated | 6,531 | $62,500 |
| Data Lineage | Invest | 3,256 | $157,500 |
| Data Monitoring | Not rated | 2,224 | $107,500 |
| Reproducible Data Versioning | Invest | 119 | $202,500 |
| Training-Serving Skew Detection | Invest | 55 | $237,500 |
| OpenLineage | Monitor | 53 | $162,500 |
| Real-time Algorithm Monitoring | Invest | 32 | $187,500 |
| Data Incident Response and Root-Cause Analysis | Invest | 31 | $202,500 |
| Audit Trail Management | Invest | 14 | — |
| IP Provenance Tracking | Invest | 3 | — |
| Monte Carlo Data Observability | Invest | 3 | — |
| Column-Level Lineage Reconstruction | Invest | — | — |
| Content Provenance Watermarking | Invest | — | — |
| Data Product Observability | Invest | — | — |
| Data Provenance Attestation | Invest | — | — |
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