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Data-Centric Quality Engineering
A skill group in Data, AI & Analytics › Data Preparation & Feature Engineering: 8 skills, 8 of them carrying a SynapseScope Skill Rating, named in 501 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Data Quality Scoring and Profiling Automation | Invest | 414 | $112,500 |
| Data Valuation with Shapley Methods | Monitor | 43 | $112,500 |
| Confident Learning for Label Error Detection | Invest | 28 | $52,500 |
| Dataset Distillation | Monitor | 9 | — |
| Deduplication and Near-Duplicate Detection for Training Corpora | Invest | 7 | — |
| Coreset Selection | Invest | — | — |
| Curriculum Data Ordering | Monitor | — | — |
| Training Data Contamination Auditing | Invest | — | — |
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