Skill ExchangeBrowse by domainData, AI & AnalyticsDeep Learning & Generative AINeural Network Architectures

Neural Network Architectures

A skill group in Data, AI & Analytics › Deep Learning & Generative AI: 79 skills, 75 of them carrying a SynapseScope Skill Rating, named in 81,246 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
PyTorchInvest21,826$192,500
Deep LearningInvest21,345$187,500
TensorFlowInvest15,461$182,500
Reinforcement LearningInvest7,275$202,500
AI DevelopmentNot rated5,379$177,500
KerasInvest1,837$182,500
AI ArchitectureInvest1,313$182,500
Model ArchitectureInvest1,070$197,500
World Model DevelopmentMonitor942$232,500
Transformer ModelsInvest729$197,500
DeepSpeedInvest512$232,500
AI (Artificial Intelligence)Not rated468$142,500
Hybrid AI ModelsInvest278$167,500
TorchInvest243$187,500
State-Space Sequence ModelingMonitor239$217,500
Cognitive ComputingInvest235$197,500
CNNMaintain212$152,500
Vision-Language-Action Model TrainingInvest207$202,500
RNNMigrate191$187,500
Neural network modelingMaintain188$187,500
AutoencodersInvest153$177,500
Mixture-of-Experts Model EngineeringInvest152$217,500
Geometric Deep LearningInvest112$192,500
CaffeMigrate97$132,500
GNNInvest86$222,500
Neural ArchitectureInvest84$212,500
Graph Representation LearningInvest73$222,500
Neural Architecture SearchInvest73$212,500
Cognitive ModelingInvest67$122,500
Cross-Modal Representation LearningInvest49$232,500
Multimodal IntegrationMonitor47$77,500
3D Deep Learning ModelsInvest36$187,500
Computational IntelligenceMaintain35
Cognitive ArchitectureInvest30
TensorsNot rated30$92,500
Apache MXNetMigrate26$177,500
Neural Network DesignInvest21$77,500
Long Short-Term MemoryMonitor19$172,500
GRUMigrate16
self-attentionInvest14
Neural ODEsMonitor12
MambaMonitor9$202,500
AI-Native Network DesignInvest8
AutoEncoder ModelsInvest8
Deep Reinforcement Learning for RoboticsInvest8
Transformer-Graph Neural Network FusionInvest7
Neuron NetworkNot rated6
Cognitive InformaticsMonitor5
Implicit Neural RepresentationsInvest5
SNNMonitor4
LSTM networksMonitor3
Neural Ordinary Differential EquationsInvest1
Attention-Based Neural OperatorsInvest
Boltzmann Machine ImplementationMonitor
Boltzmann MachinesMonitor
DeepProbLogMonitor
Energy-Based Self-Supervised LearningInvest
Gated Recurrent UnitsMaintain
GradientTapeMigrate
Graph Neural Network ArchitectureInvest
Human Performance Cognitive ModelingInvest
Long-Context Modeling TechniquesInvest
MATLAB Fuzzy Logic ToolboxMonitor
Molecular Fingerprint TransformersInvest
Multi-Modal Fusion ModelsInvest
Multi-Modal Self-Supervised LearningInvest
Multi-Scale Temporal ProcessingInvest
Multimodal Industrial AIInvest
Neural Backpropagation DebuggingMaintain
Neural Networks Small WorldMonitor
Non-Euclidean Tensor NetworksInvest
RBMMigrate
Radial Basis FunctionsMonitor
Restricted Boltzmann MachinesMigrate
Robust Model Architecture DesignInvest
Self-Supervised Graph TransformerMonitor
Spatiotemporal Graph Neural NetworksInvest
Theory of RepresentationMaintain
Variational Autoregressive NetworksInvest

← Deep Learning & Generative AI · Data, AI & Analytics · All domains