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Data Preprocessing & Normalization
A skill group in Data, AI & Analytics › Data Preparation & Feature Engineering: 6 skills, 5 of them carrying a SynapseScope Skill Rating, named in 1,667 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Data Preprocessing | Maintain | 1,304 | $147,500 |
| Temporal Data Adjustment | Not rated | 253 | $87,500 |
| Filtering Techniques | Invest | 97 | $172,500 |
| z-Score Transformation | Maintain | 12 | $37,500 |
| Sensory Data Preprocessing | Invest | 1 | — |
| Single-Cell Batch Correction | Invest | — | — |
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