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Model Compression & Efficiency
A skill group in Data, AI & Analytics › MLOps, Model Deployment & Responsible AI: 8 skills, 8 of them carrying a SynapseScope Skill Rating, named in 1,341 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Model Compression | Invest | 623 | $202,500 |
| Model Efficiency | Maintain | 412 | $162,500 |
| Knowledge Distillation | Invest | 220 | $217,500 |
| Mixed Precision Training | Invest | 70 | $227,500 |
| Residual Quantization | Invest | 10 | $202,500 |
| Multi-Adapter Serving and Composition | Invest | 6 | — |
| Neural Network Quantization Techniques | Invest | — | — |
| Parameter-Efficient Fine-Tuning Operations | Invest | — | — |
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