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Demand Planning & Forecasting
A skill group in Sales, Marketing & Customer › E-Commerce, Inventory & Demand Operations: 15 skills, 13 of them carrying a SynapseScope Skill Rating, named in 26,043 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|---|---|---|
| Generative-AI Assortment and Range Planning | Invest | 9,959 | $117,500 |
| Demand Planning | Not rated | 6,897 | $112,500 |
| Inventory Planning | Not rated | 3,294 | $87,500 |
| Inventory Optimization | Invest | 2,272 | $97,500 |
| Demand Management | Maintain | 1,798 | $117,500 |
| Inventory Forecasting | Invest | 1,542 | $167,500 |
| AI Forecast Exception Management | Invest | 260 | $87,500 |
| AI for Demand Forecasting | Invest | 14 | $197,500 |
| New-Product Cold-Start Forecasting | Maintain | 6 | — |
| Newsboy Problem | Maintain | 1 | — |
| Demand Forecasting Foundation-Model Application | Invest | — | — |
| Demand Sensing with Real-Time Signals | Invest | — | — |
| Dynamic Pricing for Perishables | Invest | — | — |
| Forecast Value Added Analysis | Maintain | — | — |
| Predictive Inventory Analytics | Invest | — | — |
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