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Supervised Learning & Classification

A skill group in Data, AI & Analytics › Machine Learning & Predictive Modeling: 61 skills, 53 of them carrying a SynapseScope Skill Rating, named in 64,778 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
ML (Machine Learning)Not rated29,687$187,500
Data MiningInvest12,143$122,500
Scikit-learnInvest7,995$167,500
ML algorithmsNot rated2,506$182,500
Classification SystemNot rated2,487$57,500
Data ClassificationInvest2,060$162,500
Supervised LearningInvest1,466$172,500
Statistical LearningInvest1,032$182,500
Classification AlgorithmsInvest886$222,500
Pattern recognitionNot rated670$167,500
IBM SPSS ModelerMaintain608$42,500
Disease RecognitionNot rated579$147,500
Ranking MethodsInvest519$187,500
Prediction AlgorithmsInvest431$157,500
Uplift ModelingInvest337$187,500
Database MiningNot rated196$82,500
Molecular Property PredictionInvest196$162,500
SVMMaintain172$137,500
Support vector machinesInvest157$192,500
K-nearest neighborsInvest123$142,500
Geospatial Machine LearningInvest113$142,500
Causal Machine LearningInvest59$102,500
Zero-Shot LearningInvest59$152,500
Imbalanced Learning with Cost-Sensitive MethodsMaintain46$197,500
SAS Enterprise MinerMaintain42
Graph Neural Network ModelingInvest38$82,500
Discriminant AnalysisMigrate36
Statistical Data MiningInvest34$97,500
Survival and Time-to-Event Modeling with MLInvest21$262,500
Classification TechniquesMaintain20
Behavioral ModelingInvest12
Machine Learning for Fraud DetectionInvest11$197,500
Tabular Foundation Model AdaptationMonitor11
Prompt-Based Few-Shot ClassificationMaintain9
Logistic Regression for Differential Item Functioning (DIF)Maintain6
AI-Powered Recommendation EnginesInvest3
Deep Learning for Tabular DataMonitor3
Symbolic RegressionInvest3
Foundation Model Embedding TransferMaintain1
Quantum Support Vector MachinesInvest1
AI-Based Quality PredictionInvest
Categorization or Classification SoftwareNot rated
Clinical Trial Outcome PredictionInvest
Discriminate Analysis BayesianMonitor
Discriminate Analysis LinearMigrate
Discriminate Analysis MultipleMigrate
Discriminate Analysis MultivariateMigrate
H2O.aiInvest
IBM Intelligent MinerMigrate
IBM SPSS AnswerTreeMigrate
Linear Discriminant AnalysisInvest
Logic-Based ModelingNot rated
Multimodal Fusion ModelingInvest
Predictive Quality ModelingInvest
Quadratic Discriminant AnalysisMaintain
Retrieval-Augmented PredictionInvest
Rulex AnalyticsMonitor
Self-Supervised Learning for Time SeriesInvest
Spatiotemporal ForecastingInvest
Waikato Environment for Knowledge Analysis WekaMaintain
WizSoft WizRuleMonitor

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