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Generative AI & Language Models

A skill group in IT & Software › Artificial Intelligence & Machine Learning: 68 skills, 64 of them carrying a SynapseScope Skill Rating, named in 55,754 open US roles at the latest reading.

SkillOrganisation ratingOpen rolesMedian salary
ChatGPTInvest17,184$132,500
Large Language Model EngineeringInvest16,828$162,500
LangChainInvest6,900$172,500
AWS BedrockInvest2,963$172,500
AI-Powered Content CreationInvest1,677$147,500
Speech recognitionNot rated1,584$107,500
ElevenLabsInvest1,551$107,500
OpenAI GPT modelsInvest1,210$172,500
Computational LinguisticsInvest743$122,500
Jasper AIInvest617$82,500
GrokNot rated597$167,500
AI WritingInvest544$122,500
Machine translationMaintain527$102,500
MistralInvest437$172,500
LLaMAInvest393$142,500
Text GenerationInvest374$157,500
AI-Powered Real-Time TranslationInvest187$207,500
CohereInvest153$142,500
QwenInvest119$177,500
Natural Language GenerationInvest109$197,500
Transformer-Based Document SummarizationInvest107$152,500
Dialogflow CXMigrate106$147,500
Amazon PollyMaintain93
ChatGPT APIInvest81$307,500
RasaMonitor74$92,500
Multi-Modal Generation SystemsNot rated70$312,500
Ethical Creative AI DevelopmentInvest64$167,500
Automated Speech RecognitionInvest48$177,500
AI-Powered Code GenerationInvest42$222,500
RAG System EvaluationInvest40$207,500
Structured Output Constraint EngineeringInvest39$227,500
NLP Model Fine-TuningInvest34$197,500
Controllable Generation ConditioningInvest33
Natural Language to Code TranslationInvest33$202,500
Large Language Model Prompt EngineeringInvest28$137,500
LLM Context Window OptimizationInvest23$217,500
Multi-Modal RAG SystemsInvest22
Gemini APIInvest19$182,500
LLaVAMonitor19$187,500
Denoising Diffusion Probabilistic ModelsInvest18
Emergent Creative Behavior DesignInvest14
RAG Pipeline ArchitectureInvest10
Advanced Neural TTS SystemsInvest8
AI-Powered Text SummarizationMaintain6
Duet AIObsolete6
GrammarlyGOMonitor5
Document Processing for Retrieval-Augmented Generation (RAG)Invest3
IBM Watson Speech to TextMigrate3
Text and Language GenerationNot rated3
In-Context Learning OptimizationInvest2
Multilingual NLP SystemsInvest2
Computational SemanticsMaintain1
Diffusion Model ArchitectureInvest1
AI-Powered Voice CloningInvest
Contextual Understanding SystemsInvest
Conversational Knowledge GraphsInvest
Creative AI Prompt EngineeringInvest
Cross-Lingual Representation LearningInvest
Cross-Modality Image SynthesisInvest
Emotion-Driven Content GenerationInvest
Few-Shot Prompt LearningInvest
GPT-4 Fine-tuningInvest
GPT-4VObsolete
GPT-4oMaintain
Multi-modal Creativity IntegrationInvest
RAG for Domain-Specific ApplicationsInvest
Retrieval Reranking EngineeringInvest
Self-Improving RAG SystemsInvest

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