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Feature Engineering & Selection
A skill group in Data, AI & Analytics › Data Preparation & Feature Engineering: 9 skills, 9 of them carrying a SynapseScope Skill Rating, named in 7,572 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Feature Engineering | Invest | 5,044 | $182,500 |
| Data Labeling | Invest | 1,282 | $157,500 |
| Feature Extraction | Invest | 673 | $162,500 |
| Feature Selection | Invest | 482 | $162,500 |
| Feature Importance | Invest | 54 | $182,500 |
| Multi-Modal Data Fusion | Invest | 17 | — |
| Sparse Coding | Invest | 12 | — |
| Automated Feature Engineering (AutoFE) | Invest | 7 | — |
| Embedding Feature Engineering | Invest | 1 | — |
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