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Probability Distributions & Theory
A skill group in Data, AI & Analytics › Statistical Analysis & Inference: 48 skills, 33 of them carrying a SynapseScope Skill Rating, named in 5,982 open US roles at the latest reading.
| Skill | Organisation rating | Open roles | Median salary |
|---|
| Probability | Not rated | 4,049 | $132,500 |
| Sampling Theory | Maintain | 422 | $107,500 |
| Stochastic Processes | Maintain | 395 | $172,500 |
| Distributions | Maintain | 206 | $127,500 |
| Probability Analysis | Not rated | 131 | $127,500 |
| Probability Distribution | Maintain | 108 | $127,500 |
| Interpolation Methods | Maintain | 97 | $97,500 |
| Normal Distribution | Not rated | 97 | $137,500 |
| Scientific Modeling | Maintain | 89 | $152,500 |
| Probabilistic Reasoning | Maintain | 78 | $192,500 |
| Maximum Likelihood Estimation | Maintain | 61 | $262,500 |
| Distribution Theory | Not rated | 54 | $157,500 |
| Differential Equations Stochastic | Invest | 42 | — |
| Distribution Fitting | Maintain | 28 | — |
| Chi Square Distribution | Not rated | 27 | $72,500 |
| Lattices | Monitor | 23 | — |
| Lognormal Distribution | Maintain | 13 | — |
| Random Processes | Maintain | 13 | — |
| F Distribution | Maintain | 11 | $72,500 |
| Copula Models | Invest | 7 | — |
| Distribution Generating | Maintain | 7 | — |
| Hilbert Transforms | Maintain | 6 | — |
| Student's T Distribution | Not rated | 6 | — |
| Central Limit Theorem | Not rated | 5 | — |
| Beta Distribution | Maintain | 2 | — |
| Poisson Distribution | Maintain | 2 | — |
| Poisson Process | Maintain | 2 | — |
| Combinatorial Analysis | Maintain | 1 | — |
| Archimedean Copulas | Maintain | — | — |
| Bernoulli Trials | Not rated | — | — |
| Binomial Distribution | Not rated | — | — |
| Clayton Copula | Maintain | — | — |
| Cox Process | Maintain | — | — |
| Empirical Distribution | Not rated | — | — |
| Exponential Distribution | Not rated | — | — |
| Gamma Distribution | Maintain | — | — |
| Gamma Process | Maintain | — | — |
| Gaussian Distribution | Not rated | — | — |
| Hermitian Matrices | Maintain | — | — |
| Hypergeometric Distribution | Maintain | — | — |
| Integral Transforms | Not rated | — | — |
| Multivariate Normal Distribution | Maintain | — | — |
| Negative Exponential Distribution | Maintain | — | — |
| Normalizing-Flow Density Estimation | Monitor | — | — |
| Optimal Transport for Statistical Analysis | Monitor | — | — |
| Probability Theory Analytical | Maintain | — | — |
| Real Functions | Not rated | — | — |
| Uniform Distribution | Not rated | — | — |
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