{"status":"success","version":"2.5.0","timestamp":"2026-08-17T16:32:54.161Z","total":100,"categories":["AI & Machine Intelligence","Software & Computing","Data & Analytics","Cybersecurity","Human & Cognitive","Leadership","Climate & Energy","Quantum & Frontier Tech"],"temporal_windows":["24H","7D","30D"],"skills":[{"id":"skill-1","rank":1,"change24h":3,"title":"Agent Orchestration & Swarm Protocols","domainCategory":"AI & Machine Intelligence","lifecycleState":"True Breakout","skillVmsScore":953,"demandScore":97,"learningScore":100,"demandVelocity24h":192,"learningVelocity24h":248,"demandVelocity7d":320,"learningVelocity7d":430,"demandVelocity30d":560,"learningVelocity30d":710,"credibilityIndex":95.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.97,"gLearning":0.99,"dEcosystem":0.94,"aAdoption":0.96,"pPersistence":0.92,"nNovelty":0.9,"cJobCoverage":0.88},"driverBreakdown":{"reason":"Explosive enterprise adoption of multi-agent autonomous swarms. Job requirement mentions +192%, course enrollments & GitHub stars +248%.","demandVelocity":"+192%","learningVelocity":"+248%","keyFrameworks":["LangGraph","CrewAI","AutoGen","Semantic Kernel","DSPy"]},"topFrameworks":["LangGraph","CrewAI","AutoGen","DSPy"],"jobCoverageCount":42,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-2","rank":2,"change24h":1,"title":"Model Quantization & On-Device Inferencing","domainCategory":"AI & Machine Intelligence","lifecycleState":"Adoption Accelerating","skillVmsScore":931,"demandScore":93,"learningScore":92,"demandVelocity24h":154,"learningVelocity24h":188,"demandVelocity7d":230,"learningVelocity7d":290,"demandVelocity30d":410,"learningVelocity30d":520,"credibilityIndex":96.5,"isManipulationRisk":false,"subFactors":{"vDemand":0.94,"gLearning":0.91,"dEcosystem":0.93,"aAdoption":0.95,"pPersistence":0.91,"nNovelty":0.84,"cJobCoverage":0.82},"driverBreakdown":{"reason":"Surge in edge device deployment (Apple MLX, ONNX, GGUF) driving corporate demand for sub-4bit quantized model deployment.","demandVelocity":"+154%","learningVelocity":"+188%","keyFrameworks":["MLX","vLLM","TensorRT-LLM","GGUF","BitsAndBytes"]},"topFrameworks":["vLLM","TensorRT-LLM","Apple MLX","ONNX Runtime"],"jobCoverageCount":38,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-3","rank":3,"change24h":5,"title":"Post-Quantum Cryptographic Migration","domainCategory":"Cybersecurity","lifecycleState":"Adoption Accelerating","skillVmsScore":919,"demandScore":94,"learningScore":87,"demandVelocity24h":175,"learningVelocity24h":215,"demandVelocity7d":260,"learningVelocity7d":310,"demandVelocity30d":440,"learningVelocity30d":580,"credibilityIndex":94.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.95,"gLearning":0.86,"dEcosystem":0.91,"aAdoption":0.94,"pPersistence":0.88,"nNovelty":0.91,"cJobCoverage":0.79},"driverBreakdown":{"reason":"NIST standardization enforcement causing global banking & defense sectors to recruit PQC lattice math migration specialists.","demandVelocity":"+175%","learningVelocity":"+215%","keyFrameworks":["CRYSTALS-Kyber","Dilithium","OpenSSL 3.2 PQC","liboqs"]},"topFrameworks":["Kyber","Dilithium","liboqs","OpenSSL PQC"],"jobCoverageCount":31,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-4","rank":4,"change24h":-2,"title":"Triton Kernel Programming & CUDA Optimization","domainCategory":"Software & Computing","lifecycleState":"True Breakout","skillVmsScore":902,"demandScore":94,"learningScore":92,"demandVelocity24h":138,"learningVelocity24h":170,"demandVelocity7d":210,"learningVelocity7d":260,"demandVelocity30d":390,"learningVelocity30d":480,"credibilityIndex":97.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.93,"gLearning":0.9,"dEcosystem":0.92,"aAdoption":0.94,"pPersistence":0.89,"nNovelty":0.83,"cJobCoverage":0.75},"driverBreakdown":{"reason":"Custom LLM attention kernel rewriting (FlashAttention-3) driving high-salary engineering demand for OpenAI Triton developers.","demandVelocity":"+138%","learningVelocity":"+170%","keyFrameworks":["OpenAI Triton","CUDA C++","Cutlass","PyTorch C++ Extensions"]},"topFrameworks":["OpenAI Triton","CUDA 12","FlashAttention"],"jobCoverageCount":28,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-5","rank":5,"change24h":4,"title":"Synthetic Data Generation & DPO Distillation","domainCategory":"AI & Machine Intelligence","lifecycleState":"Emerging","skillVmsScore":888,"demandScore":91,"learningScore":95,"demandVelocity24h":160,"learningVelocity24h":220,"demandVelocity7d":240,"learningVelocity7d":330,"demandVelocity30d":420,"learningVelocity30d":610,"credibilityIndex":92.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.89,"gLearning":0.95,"dEcosystem":0.92,"aAdoption":0.91,"pPersistence":0.84,"nNovelty":0.89,"cJobCoverage":0.72},"driverBreakdown":{"reason":"Frontier AI training data exhaustion driving transition to synthetic pipeline creation via Direct Preference Optimization (DPO).","demandVelocity":"+160%","learningVelocity":"+220%","keyFrameworks":["TRL (Transformer Reinforcement Learning)","Cosmo","UltraFeedback","Scale AI Synthetic"]},"topFrameworks":["TRL","DPO","KTO","Evol-Instruct"],"jobCoverageCount":25,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-6","rank":6,"change24h":-1,"title":"Substation Liquid Cooling & Microgrid HV Design","domainCategory":"Climate & Energy","lifecycleState":"Adoption Accelerating","skillVmsScore":871,"demandScore":91,"learningScore":83,"demandVelocity24h":125,"learningVelocity24h":145,"demandVelocity7d":180,"learningVelocity7d":210,"demandVelocity30d":330,"learningVelocity30d":380,"credibilityIndex":96,"isManipulationRisk":false,"subFactors":{"vDemand":0.92,"gLearning":0.81,"dEcosystem":0.85,"aAdoption":0.93,"pPersistence":0.91,"nNovelty":0.71,"cJobCoverage":0.8},"driverBreakdown":{"reason":"AI hyperscaler datacenter power interconnect constraints driving massive electrical grid & cooling engineering demand.","demandVelocity":"+125%","learningVelocity":"+145%","keyFrameworks":["Direct-to-Chip Cooling","ETAP Grid Sim","High Voltage DC","PUE Modeling"]},"topFrameworks":["ETAP","CDU Fluid Dynamics","HV Interconnect"],"jobCoverageCount":35,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-7","rank":7,"change24h":2,"title":"Retrieval Augmented Generation (RAG) Architecture","domainCategory":"AI & Machine Intelligence","lifecycleState":"Mainstream","skillVmsScore":858,"demandScore":88,"learningScore":89,"demandVelocity24h":98,"learningVelocity24h":135,"demandVelocity7d":150,"learningVelocity7d":190,"demandVelocity30d":280,"learningVelocity30d":340,"credibilityIndex":95.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.87,"gLearning":0.91,"dEcosystem":0.9,"aAdoption":0.89,"pPersistence":0.93,"nNovelty":0.65,"cJobCoverage":0.91},"driverBreakdown":{"reason":"Enterprise knowledge graph & vector search integration established as mandatory enterprise stack baseline.","demandVelocity":"+98%","learningVelocity":"+135%","keyFrameworks":["LlamaIndex","Pinecone","Milvus","pgvector","ColBERT"]},"topFrameworks":["LlamaIndex","Pinecone","pgvector","Qdrant"],"jobCoverageCount":65,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-8","rank":8,"change24h":6,"title":"AI Red-Teaming & Adversarial Prompt Evaluation","domainCategory":"Cybersecurity","lifecycleState":"Attention Rising","skillVmsScore":846,"demandScore":87,"learningScore":95,"demandVelocity24h":145,"learningVelocity24h":235,"demandVelocity7d":210,"learningVelocity7d":340,"demandVelocity30d":380,"learningVelocity30d":590,"credibilityIndex":90.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.84,"gLearning":0.97,"dEcosystem":0.95,"aAdoption":0.88,"pPersistence":0.82,"nNovelty":0.86,"cJobCoverage":0.68},"driverBreakdown":{"reason":"Jailbreak prevention & indirect prompt injection vulnerability testing mandated under new EU AI Act security audits.","demandVelocity":"+145%","learningVelocity":"+235%","keyFrameworks":["Garak","PyRIT","Promptfoo","Garak LLM Vulnerability Scanner"]},"topFrameworks":["Garak","PyRIT","Promptfoo","OWASP LLM Top 10"],"jobCoverageCount":22,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-9","rank":9,"change24h":-3,"title":"Rust System Kernel & WebAssembly (Wasm) Runtime","domainCategory":"Software & Computing","lifecycleState":"Core","skillVmsScore":832,"demandScore":87,"learningScore":87,"demandVelocity24h":82,"learningVelocity24h":110,"demandVelocity7d":130,"learningVelocity7d":160,"demandVelocity30d":220,"learningVelocity30d":270,"credibilityIndex":98.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.86,"gLearning":0.85,"dEcosystem":0.88,"aAdoption":0.89,"pPersistence":0.95,"nNovelty":0.58,"cJobCoverage":0.74},"driverBreakdown":{"reason":"Memory safety federal directives and high-performance microservices driving sustained Rust developer recruitment.","demandVelocity":"+82%","learningVelocity":"+110%","keyFrameworks":["Tokio","Wasmtime","Axum","Tauri","Wasmer"]},"topFrameworks":["Tokio","Wasmtime","Axum","Cargo"],"jobCoverageCount":48,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-10","rank":10,"change24h":1,"title":"AlphaFold 3 Biomolecular Docking Simulation","domainCategory":"AI & Machine Intelligence","lifecycleState":"Emerging","skillVmsScore":821,"demandScore":84,"learningScore":89,"demandVelocity24h":118,"learningVelocity24h":165,"demandVelocity7d":170,"learningVelocity7d":240,"demandVelocity30d":290,"learningVelocity30d":410,"credibilityIndex":94.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.83,"gLearning":0.89,"dEcosystem":0.88,"aAdoption":0.87,"pPersistence":0.84,"nNovelty":0.88,"cJobCoverage":0.55},"driverBreakdown":{"reason":"Open source protein & ligand structure prediction model releases causing rapid bio-ML workflow integration in pharma.","demandVelocity":"+118%","learningVelocity":"+165%","keyFrameworks":["AlphaFold 3","ESMFold","PyRosetta","BioPython"]},"topFrameworks":["AlphaFold 3","ESMFold","OpenMM"],"jobCoverageCount":18,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-11","rank":11,"change24h":0,"title":"Vector Database Indexing & HNSW Tuning","domainCategory":"Data & Analytics","lifecycleState":"Emerging","skillVmsScore":800,"demandScore":90,"learningScore":85,"demandVelocity24h":62,"learningVelocity24h":158,"demandVelocity7d":93,"learningVelocity7d":252,"demandVelocity30d":173,"learningVelocity30d":505,"credibilityIndex":95.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.9,"gLearning":0.9,"dEcosystem":0.81,"aAdoption":0.88,"pPersistence":0.79,"nNovelty":0.89,"cJobCoverage":0.78},"driverBreakdown":{"reason":"Data & Analytics capability demand shift, job postings requiring skill +62%, search & course learning intent +158%.","demandVelocity":"+62%","learningVelocity":"+158%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":50,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-12","rank":12,"change24h":-2,"title":"DSPy Declarative Prompt Compilation","domainCategory":"AI & Machine Intelligence","lifecycleState":"Attention Rising","skillVmsScore":793,"demandScore":87,"learningScore":90,"demandVelocity24h":67,"learningVelocity24h":156,"demandVelocity7d":100,"learningVelocity7d":249,"demandVelocity30d":187,"learningVelocity30d":499,"credibilityIndex":94.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.9,"gLearning":0.93,"dEcosystem":0.86,"aAdoption":0.85,"pPersistence":0.82,"nNovelty":0.45,"cJobCoverage":0.75},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +67%, search & course learning intent +156%.","demandVelocity":"+67%","learningVelocity":"+156%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":50,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-13","rank":13,"change24h":-1,"title":"Zero-Knowledge Proof Circuit Design (Circom/Halo2)","domainCategory":"Cybersecurity","lifecycleState":"Adoption Accelerating","skillVmsScore":779,"demandScore":88,"learningScore":87,"demandVelocity24h":107,"learningVelocity24h":152,"demandVelocity7d":160,"learningVelocity7d":243,"demandVelocity30d":299,"learningVelocity30d":486,"credibilityIndex":93.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.88,"gLearning":0.92,"dEcosystem":0.83,"aAdoption":0.86,"pPersistence":0.82,"nNovelty":0.51,"cJobCoverage":0.7},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +107%, search & course learning intent +152%.","demandVelocity":"+107%","learningVelocity":"+152%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":50,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-14","rank":14,"change24h":-4,"title":"Spatial Computing Metal / VisionOS Development","domainCategory":"Software & Computing","lifecycleState":"True Breakout","skillVmsScore":784,"demandScore":83,"learningScore":83,"demandVelocity24h":99,"learningVelocity24h":125,"demandVelocity7d":148,"learningVelocity7d":200,"demandVelocity30d":277,"learningVelocity30d":400,"credibilityIndex":94.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.83,"gLearning":0.85,"dEcosystem":0.84,"aAdoption":0.85,"pPersistence":0.77,"nNovelty":0.9,"cJobCoverage":0.71},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +99%, search & course learning intent +125%.","demandVelocity":"+99%","learningVelocity":"+125%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":49,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-15","rank":15,"change24h":4,"title":"Sub-Byte LLM Quantization (BitNet 1.58b)","domainCategory":"AI & Machine Intelligence","lifecycleState":"Mainstream","skillVmsScore":767,"demandScore":83,"learningScore":85,"demandVelocity24h":58,"learningVelocity24h":72,"demandVelocity7d":87,"learningVelocity7d":115,"demandVelocity30d":162,"learningVelocity30d":230,"credibilityIndex":91.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.85,"gLearning":0.9,"dEcosystem":0.78,"aAdoption":0.86,"pPersistence":0.82,"nNovelty":0.43,"cJobCoverage":0.71},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +58%, search & course learning intent +72%.","demandVelocity":"+58%","learningVelocity":"+72%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":49,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-16","rank":16,"change24h":0,"title":"OpenADR & VPP Smart Grid Protocols","domainCategory":"Climate & Energy","lifecycleState":"Core","skillVmsScore":769,"demandScore":83,"learningScore":82,"demandVelocity24h":131,"learningVelocity24h":139,"demandVelocity7d":196,"learningVelocity7d":222,"demandVelocity30d":366,"learningVelocity30d":444,"credibilityIndex":91.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.83,"gLearning":0.87,"dEcosystem":0.82,"aAdoption":0.82,"pPersistence":0.79,"nNovelty":0.53,"cJobCoverage":0.75},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +131%, search & course learning intent +139%.","demandVelocity":"+131%","learningVelocity":"+139%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":48,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-17","rank":17,"change24h":-2,"title":"Humanoid Robot Trajectory Planning (Isaac Gym)","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Declining","skillVmsScore":763,"demandScore":83,"learningScore":81,"demandVelocity24h":130,"learningVelocity24h":74,"demandVelocity7d":195,"learningVelocity7d":118,"demandVelocity30d":364,"learningVelocity30d":236,"credibilityIndex":93.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.85,"gLearning":0.87,"dEcosystem":0.78,"aAdoption":0.8,"pPersistence":0.76,"nNovelty":0.86,"cJobCoverage":0.7},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +130%, search & course learning intent +74%.","demandVelocity":"+130%","learningVelocity":"+74%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":48,"isSkillToWatch":true,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-18","rank":18,"change24h":-4,"title":"Polars & Apache Arrow In-Memory Analytics","domainCategory":"Data & Analytics","lifecycleState":"⚠️ Hype Gap","skillVmsScore":745,"demandScore":82,"learningScore":84,"demandVelocity24h":67,"learningVelocity24h":136,"demandVelocity7d":100,"learningVelocity7d":217,"demandVelocity30d":187,"learningVelocity30d":435,"credibilityIndex":91.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.84,"gLearning":0.87,"dEcosystem":0.82,"aAdoption":0.83,"pPersistence":0.79,"nNovelty":0.47,"cJobCoverage":0.73},"driverBreakdown":{"reason":"Data & Analytics capability demand shift, job postings requiring skill +67%, search & course learning intent +136%.","demandVelocity":"+67%","learningVelocity":"+136%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":48,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-19","rank":19,"change24h":3,"title":"eBPF Linux Kernel Tracing & Observability","domainCategory":"Software & Computing","lifecycleState":"Emerging","skillVmsScore":744,"demandScore":80,"learningScore":84,"demandVelocity24h":64,"learningVelocity24h":142,"demandVelocity7d":96,"learningVelocity7d":227,"demandVelocity30d":179,"learningVelocity30d":454,"credibilityIndex":90.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.81,"gLearning":0.88,"dEcosystem":0.82,"aAdoption":0.8,"pPersistence":0.77,"nNovelty":0.5,"cJobCoverage":0.7},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +64%, search & course learning intent +142%.","demandVelocity":"+64%","learningVelocity":"+142%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":47,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-20","rank":20,"change24h":-2,"title":"AI Ethics & EU AI Act Risk Auditing","domainCategory":"Leadership","lifecycleState":"Attention Rising","skillVmsScore":737,"demandScore":79,"learningScore":80,"demandVelocity24h":96,"learningVelocity24h":97,"demandVelocity7d":144,"learningVelocity7d":155,"demandVelocity30d":268,"learningVelocity30d":310,"credibilityIndex":89.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.8,"gLearning":0.81,"dEcosystem":0.79,"aAdoption":0.78,"pPersistence":0.76,"nNovelty":0.87,"cJobCoverage":0.67},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +96%, search & course learning intent +97%.","demandVelocity":"+96%","learningVelocity":"+97%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":47,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-21","rank":21,"change24h":-1,"title":"CRISPR-Cas12 Precision Off-Target Profiling","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Adoption Accelerating","skillVmsScore":719,"demandScore":77,"learningScore":84,"demandVelocity24h":133,"learningVelocity24h":163,"demandVelocity7d":199,"learningVelocity7d":260,"demandVelocity30d":372,"learningVelocity30d":521,"credibilityIndex":88.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.76,"gLearning":0.85,"dEcosystem":0.82,"aAdoption":0.77,"pPersistence":0.73,"nNovelty":0.52,"cJobCoverage":0.65},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +133%, search & course learning intent +163%.","demandVelocity":"+133%","learningVelocity":"+163%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":46,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-22","rank":22,"change24h":1,"title":"Quantum Circuit Compilation (Qiskit / Cirq)","domainCategory":"Quantum & Frontier Tech","lifecycleState":"True Breakout","skillVmsScore":714,"demandScore":79,"learningScore":76,"demandVelocity24h":77,"learningVelocity24h":59,"demandVelocity7d":115,"learningVelocity7d":94,"demandVelocity30d":215,"learningVelocity30d":188,"credibilityIndex":89.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.81,"gLearning":0.79,"dEcosystem":0.75,"aAdoption":0.77,"pPersistence":0.73,"nNovelty":0.52,"cJobCoverage":0.66},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +77%, search & course learning intent +59%.","demandVelocity":"+77%","learningVelocity":"+59%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":46,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-23","rank":23,"change24h":-2,"title":"OpenTelemetry Distributed Tracing Architecture","domainCategory":"Software & Computing","lifecycleState":"Mainstream","skillVmsScore":712,"demandScore":77,"learningScore":79,"demandVelocity24h":50,"learningVelocity24h":104,"demandVelocity7d":75,"learningVelocity7d":166,"demandVelocity30d":140,"learningVelocity30d":332,"credibilityIndex":88.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.78,"gLearning":0.83,"dEcosystem":0.75,"aAdoption":0.8,"pPersistence":0.78,"nNovelty":0.85,"cJobCoverage":0.64},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +50%, search & course learning intent +104%.","demandVelocity":"+50%","learningVelocity":"+104%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":46,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-24","rank":24,"change24h":3,"title":"Neuromorphic Spiking Neural Net Simulation","domainCategory":"AI & Machine Intelligence","lifecycleState":"Core","skillVmsScore":706,"demandScore":78,"learningScore":79,"demandVelocity24h":67,"learningVelocity24h":145,"demandVelocity7d":100,"learningVelocity7d":232,"demandVelocity30d":187,"learningVelocity30d":464,"credibilityIndex":90.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.75,"gLearning":0.81,"dEcosystem":0.77,"aAdoption":0.81,"pPersistence":0.72,"nNovelty":0.44,"cJobCoverage":0.69},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +67%, search & course learning intent +145%.","demandVelocity":"+67%","learningVelocity":"+145%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":45,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-25","rank":25,"change24h":2,"title":"SMR Nuclear Thermal-Hydraulic Modeling","domainCategory":"Climate & Energy","lifecycleState":"Declining","skillVmsScore":695,"demandScore":77,"learningScore":79,"demandVelocity24h":105,"learningVelocity24h":74,"demandVelocity7d":157,"learningVelocity7d":118,"demandVelocity30d":294,"learningVelocity30d":236,"credibilityIndex":87.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.77,"gLearning":0.81,"dEcosystem":0.79,"aAdoption":0.8,"pPersistence":0.7,"nNovelty":0.44,"cJobCoverage":0.66},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +105%, search & course learning intent +74%.","demandVelocity":"+105%","learningVelocity":"+74%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":45,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-26","rank":26,"change24h":-3,"title":"Federated Edge Learning & Differential Privacy","domainCategory":"Cybersecurity","lifecycleState":"⚠️ Hype Gap","skillVmsScore":692,"demandScore":76,"learningScore":80,"demandVelocity24h":105,"learningVelocity24h":113,"demandVelocity7d":157,"learningVelocity7d":180,"demandVelocity30d":294,"learningVelocity30d":361,"credibilityIndex":88.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.76,"gLearning":0.83,"dEcosystem":0.78,"aAdoption":0.79,"pPersistence":0.75,"nNovelty":0.87,"cJobCoverage":0.65},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +105%, search & course learning intent +113%.","demandVelocity":"+105%","learningVelocity":"+113%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":44,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-27","rank":27,"change24h":0,"title":"Direct Air Capture Fluidized Bed Design","domainCategory":"Climate & Energy","lifecycleState":"Emerging","skillVmsScore":679,"demandScore":76,"learningScore":76,"demandVelocity24h":63,"learningVelocity24h":102,"demandVelocity7d":94,"learningVelocity7d":163,"demandVelocity30d":176,"learningVelocity30d":326,"credibilityIndex":87.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.78,"gLearning":0.78,"dEcosystem":0.76,"aAdoption":0.74,"pPersistence":0.76,"nNovelty":0.5,"cJobCoverage":0.69},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +63%, search & course learning intent +102%.","demandVelocity":"+63%","learningVelocity":"+102%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":44,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-28","rank":28,"change24h":3,"title":"Kafka Raft Architecture & Event-Driven Systems","domainCategory":"Data & Analytics","lifecycleState":"Attention Rising","skillVmsScore":670,"demandScore":75,"learningScore":79,"demandVelocity24h":98,"learningVelocity24h":112,"demandVelocity7d":147,"learningVelocity7d":179,"demandVelocity30d":274,"learningVelocity30d":358,"credibilityIndex":85.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.77,"gLearning":0.82,"dEcosystem":0.75,"aAdoption":0.73,"pPersistence":0.71,"nNovelty":0.5,"cJobCoverage":0.63},"driverBreakdown":{"reason":"Data & Analytics capability demand shift, job postings requiring skill +98%, search & course learning intent +112%.","demandVelocity":"+98%","learningVelocity":"+112%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":44,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-29","rank":29,"change24h":1,"title":"Synthetic Media Forensics & C2PA Watermarking","domainCategory":"Cybersecurity","lifecycleState":"Adoption Accelerating","skillVmsScore":678,"demandScore":74,"learningScore":72,"demandVelocity24h":115,"learningVelocity24h":158,"demandVelocity7d":172,"learningVelocity7d":252,"demandVelocity30d":322,"learningVelocity30d":505,"credibilityIndex":87.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.75,"gLearning":0.79,"dEcosystem":0.69,"aAdoption":0.71,"pPersistence":0.69,"nNovelty":0.82,"cJobCoverage":0.65},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +115%, search & course learning intent +158%.","demandVelocity":"+115%","learningVelocity":"+158%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":43,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-30","rank":30,"change24h":0,"title":"AI-Augmented Executive Decision Synthesis","domainCategory":"Leadership","lifecycleState":"True Breakout","skillVmsScore":666,"demandScore":73,"learningScore":75,"demandVelocity24h":72,"learningVelocity24h":149,"demandVelocity7d":108,"learningVelocity7d":238,"demandVelocity30d":201,"learningVelocity30d":476,"credibilityIndex":85.5,"isManipulationRisk":false,"subFactors":{"vDemand":0.74,"gLearning":0.8,"dEcosystem":0.71,"aAdoption":0.72,"pPersistence":0.73,"nNovelty":0.49,"cJobCoverage":0.64},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +72%, search & course learning intent +149%.","demandVelocity":"+72%","learningVelocity":"+149%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":43,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-31","rank":31,"change24h":-3,"title":"RISC-V Custom Vector Instruction Extension","domainCategory":"Software & Computing","lifecycleState":"Mainstream","skillVmsScore":653,"demandScore":71,"learningScore":74,"demandVelocity24h":50,"learningVelocity24h":133,"demandVelocity7d":75,"learningVelocity7d":212,"demandVelocity30d":140,"learningVelocity30d":425,"credibilityIndex":86,"isManipulationRisk":false,"subFactors":{"vDemand":0.76,"gLearning":0.77,"dEcosystem":0.73,"aAdoption":0.7,"pPersistence":0.73,"nNovelty":0.47,"cJobCoverage":0.64},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +50%, search & course learning intent +133%.","demandVelocity":"+50%","learningVelocity":"+133%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":42,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-32","rank":32,"change24h":-3,"title":"Solid-State Battery Interfacial Engineering","domainCategory":"Climate & Energy","lifecycleState":"Core","skillVmsScore":656,"demandScore":69,"learningScore":74,"demandVelocity24h":45,"learningVelocity24h":117,"demandVelocity7d":67,"learningVelocity7d":187,"demandVelocity30d":125,"learningVelocity30d":374,"credibilityIndex":84.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.68,"gLearning":0.77,"dEcosystem":0.7,"aAdoption":0.71,"pPersistence":0.72,"nNovelty":0.9,"cJobCoverage":0.64},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +45%, search & course learning intent +117%.","demandVelocity":"+45%","learningVelocity":"+117%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":42,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-33","rank":33,"change24h":-3,"title":"Large Multimodal Model Fine-Tuning (LLaVA)","domainCategory":"AI & Machine Intelligence","lifecycleState":"Declining","skillVmsScore":648,"demandScore":71,"learningScore":69,"demandVelocity24h":65,"learningVelocity24h":119,"demandVelocity7d":97,"learningVelocity7d":190,"demandVelocity30d":182,"learningVelocity30d":380,"credibilityIndex":84.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.71,"gLearning":0.75,"dEcosystem":0.67,"aAdoption":0.7,"pPersistence":0.71,"nNovelty":0.53,"cJobCoverage":0.64},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +65%, search & course learning intent +119%.","demandVelocity":"+65%","learningVelocity":"+119%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":42,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-34","rank":34,"change24h":0,"title":"Kubernetes Multi-Cluster Mesh (Istio / Linkerd)","domainCategory":"Software & Computing","lifecycleState":"⚠️ Hype Gap","skillVmsScore":636,"demandScore":68,"learningScore":74,"demandVelocity24h":78,"learningVelocity24h":87,"demandVelocity7d":117,"learningVelocity7d":139,"demandVelocity30d":218,"learningVelocity30d":278,"credibilityIndex":84.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.67,"gLearning":0.77,"dEcosystem":0.73,"aAdoption":0.7,"pPersistence":0.7,"nNovelty":0.47,"cJobCoverage":0.58},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +78%, search & course learning intent +87%.","demandVelocity":"+78%","learningVelocity":"+87%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":41,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-35","rank":35,"change24h":0,"title":"dBTrees & Real-Time OLAP Engines (ClickHouse)","domainCategory":"Data & Analytics","lifecycleState":"Emerging","skillVmsScore":627,"demandScore":69,"learningScore":68,"demandVelocity24h":67,"learningVelocity24h":136,"demandVelocity7d":100,"learningVelocity7d":217,"demandVelocity30d":187,"learningVelocity30d":435,"credibilityIndex":86.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.65,"gLearning":0.71,"dEcosystem":0.7,"aAdoption":0.74,"pPersistence":0.69,"nNovelty":0.81,"cJobCoverage":0.64},"driverBreakdown":{"reason":"Data & Analytics capability demand shift, job postings requiring skill +67%, search & course learning intent +136%.","demandVelocity":"+67%","learningVelocity":"+136%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":41,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-36","rank":36,"change24h":-3,"title":"Cloud Infrastructure-as-Code Policy (OpenTofu)","domainCategory":"Software & Computing","lifecycleState":"Attention Rising","skillVmsScore":620,"demandScore":70,"learningScore":73,"demandVelocity24h":100,"learningVelocity24h":128,"demandVelocity7d":150,"learningVelocity7d":204,"demandVelocity30d":280,"learningVelocity30d":409,"credibilityIndex":82.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.71,"gLearning":0.75,"dEcosystem":0.71,"aAdoption":0.66,"pPersistence":0.65,"nNovelty":0.45,"cJobCoverage":0.59},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +100%, search & course learning intent +128%.","demandVelocity":"+100%","learningVelocity":"+128%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":40,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-37","rank":37,"change24h":2,"title":"Bio-Informatics Next-Gen RNA Sequencing","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Adoption Accelerating","skillVmsScore":608,"demandScore":65,"learningScore":65,"demandVelocity24h":99,"learningVelocity24h":64,"demandVelocity7d":148,"learningVelocity7d":102,"demandVelocity30d":277,"learningVelocity30d":204,"credibilityIndex":82.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.64,"gLearning":0.69,"dEcosystem":0.63,"aAdoption":0.69,"pPersistence":0.63,"nNovelty":0.52,"cJobCoverage":0.61},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +99%, search & course learning intent +64%.","demandVelocity":"+99%","learningVelocity":"+64%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":40,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-38","rank":38,"change24h":3,"title":"High-Velocity Algorithmic Order Book Execution","domainCategory":"Software & Computing","lifecycleState":"True Breakout","skillVmsScore":603,"demandScore":67,"learningScore":69,"demandVelocity24h":58,"learningVelocity24h":137,"demandVelocity7d":87,"learningVelocity7d":219,"demandVelocity30d":162,"learningVelocity30d":438,"credibilityIndex":82.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.67,"gLearning":0.71,"dEcosystem":0.66,"aAdoption":0.65,"pPersistence":0.69,"nNovelty":0.83,"cJobCoverage":0.61},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +58%, search & course learning intent +137%.","demandVelocity":"+58%","learningVelocity":"+137%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":40,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-39","rank":39,"change24h":-2,"title":"Prompt Injection Defense & Guardrail Enforcers","domainCategory":"Cybersecurity","lifecycleState":"Mainstream","skillVmsScore":600,"demandScore":63,"learningScore":69,"demandVelocity24h":45,"learningVelocity24h":47,"demandVelocity7d":67,"learningVelocity7d":75,"demandVelocity30d":125,"learningVelocity30d":150,"credibilityIndex":81.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.63,"gLearning":0.7,"dEcosystem":0.69,"aAdoption":0.65,"pPersistence":0.63,"nNovelty":0.47,"cJobCoverage":0.58},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +45%, search & course learning intent +47%.","demandVelocity":"+45%","learningVelocity":"+47%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":39,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-40","rank":40,"change24h":2,"title":"Cognitive Ergonomics & Human-AI Co-Intelligence","domainCategory":"Human & Cognitive","lifecycleState":"Core","skillVmsScore":599,"demandScore":61,"learningScore":66,"demandVelocity24h":43,"learningVelocity24h":139,"demandVelocity7d":64,"learningVelocity7d":222,"demandVelocity30d":120,"learningVelocity30d":444,"credibilityIndex":80.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.61,"gLearning":0.73,"dEcosystem":0.61,"aAdoption":0.64,"pPersistence":0.65,"nNovelty":0.45,"cJobCoverage":0.58},"driverBreakdown":{"reason":"Human & Cognitive capability demand shift, job postings requiring skill +43%, search & course learning intent +139%.","demandVelocity":"+43%","learningVelocity":"+139%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":39,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-41","rank":41,"change24h":3,"title":"Carbon Footprint Life Cycle Assessment (LCA)","domainCategory":"Climate & Energy","lifecycleState":"Declining","skillVmsScore":586,"demandScore":68,"learningScore":70,"demandVelocity24h":108,"learningVelocity24h":93,"demandVelocity7d":162,"learningVelocity7d":148,"demandVelocity30d":302,"learningVelocity30d":297,"credibilityIndex":81.5,"isManipulationRisk":false,"subFactors":{"vDemand":0.67,"gLearning":0.71,"dEcosystem":0.68,"aAdoption":0.7,"pPersistence":0.67,"nNovelty":0.86,"cJobCoverage":0.58},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +108%, search & course learning intent +93%.","demandVelocity":"+108%","learningVelocity":"+93%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":38,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-42","rank":42,"change24h":0,"title":"Autonomous Drone Swarm ROS2 Navigation","domainCategory":"Software & Computing","lifecycleState":"⚠️ Hype Gap","skillVmsScore":569,"demandScore":63,"learningScore":65,"demandVelocity24h":88,"learningVelocity24h":103,"demandVelocity7d":132,"learningVelocity7d":164,"demandVelocity30d":246,"learningVelocity30d":329,"credibilityIndex":83.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.62,"gLearning":0.67,"dEcosystem":0.6,"aAdoption":0.63,"pPersistence":0.64,"nNovelty":0.48,"cJobCoverage":0.59},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +88%, search & course learning intent +103%.","demandVelocity":"+88%","learningVelocity":"+103%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":38,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-43","rank":43,"change24h":-1,"title":"GraphQL Subgraphs & Federated API Design","domainCategory":"Software & Computing","lifecycleState":"Emerging","skillVmsScore":572,"demandScore":60,"learningScore":66,"demandVelocity24h":88,"learningVelocity24h":139,"demandVelocity7d":132,"learningVelocity7d":222,"demandVelocity30d":246,"learningVelocity30d":444,"credibilityIndex":82.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.59,"gLearning":0.7,"dEcosystem":0.61,"aAdoption":0.64,"pPersistence":0.66,"nNovelty":0.49,"cJobCoverage":0.58},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +88%, search & course learning intent +139%.","demandVelocity":"+88%","learningVelocity":"+139%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":38,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-44","rank":44,"change24h":-1,"title":"DeFi Smart Contract Formal Verification","domainCategory":"Cybersecurity","lifecycleState":"Attention Rising","skillVmsScore":569,"demandScore":60,"learningScore":63,"demandVelocity24h":78,"learningVelocity24h":95,"demandVelocity7d":117,"learningVelocity7d":152,"demandVelocity30d":218,"learningVelocity30d":304,"credibilityIndex":81.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.6,"gLearning":0.69,"dEcosystem":0.62,"aAdoption":0.65,"pPersistence":0.6,"nNovelty":0.82,"cJobCoverage":0.54},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +78%, search & course learning intent +95%.","demandVelocity":"+78%","learningVelocity":"+95%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":37,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-45","rank":45,"change24h":0,"title":"AI-Native Code Refactoring & Benchmark Analysis","domainCategory":"AI & Machine Intelligence","lifecycleState":"Adoption Accelerating","skillVmsScore":551,"demandScore":60,"learningScore":65,"demandVelocity24h":55,"learningVelocity24h":47,"demandVelocity7d":82,"learningVelocity7d":75,"demandVelocity30d":154,"learningVelocity30d":150,"credibilityIndex":82.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.58,"gLearning":0.69,"dEcosystem":0.61,"aAdoption":0.63,"pPersistence":0.63,"nNovelty":0.52,"cJobCoverage":0.54},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +55%, search & course learning intent +47%.","demandVelocity":"+55%","learningVelocity":"+47%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":37,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-46","rank":46,"change24h":-3,"title":"Perovskite Solar Cell Efficiency Optimization","domainCategory":"Climate & Energy","lifecycleState":"True Breakout","skillVmsScore":554,"demandScore":58,"learningScore":65,"demandVelocity24h":46,"learningVelocity24h":137,"demandVelocity7d":69,"learningVelocity7d":219,"demandVelocity30d":128,"learningVelocity30d":438,"credibilityIndex":80.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.58,"gLearning":0.68,"dEcosystem":0.58,"aAdoption":0.65,"pPersistence":0.59,"nNovelty":0.47,"cJobCoverage":0.56},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +46%, search & course learning intent +137%.","demandVelocity":"+46%","learningVelocity":"+137%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":36,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-47","rank":47,"change24h":-3,"title":"Generative CAD 3D Mesh Reconstruction","domainCategory":"AI & Machine Intelligence","lifecycleState":"Mainstream","skillVmsScore":538,"demandScore":61,"learningScore":64,"demandVelocity24h":94,"learningVelocity24h":51,"demandVelocity7d":141,"learningVelocity7d":81,"demandVelocity30d":263,"learningVelocity30d":163,"credibilityIndex":78.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.59,"gLearning":0.67,"dEcosystem":0.62,"aAdoption":0.62,"pPersistence":0.6,"nNovelty":0.82,"cJobCoverage":0.51},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +94%, search & course learning intent +51%.","demandVelocity":"+94%","learningVelocity":"+51%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":36,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-48","rank":48,"change24h":-4,"title":"Subsea Fiber Optical Polarization Telemetry","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Core","skillVmsScore":530,"demandScore":58,"learningScore":64,"demandVelocity24h":98,"learningVelocity24h":143,"demandVelocity7d":147,"learningVelocity7d":228,"demandVelocity30d":274,"learningVelocity30d":457,"credibilityIndex":78.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.59,"gLearning":0.65,"dEcosystem":0.62,"aAdoption":0.59,"pPersistence":0.59,"nNovelty":0.46,"cJobCoverage":0.49},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +98%, search & course learning intent +143%.","demandVelocity":"+98%","learningVelocity":"+143%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":36,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-49","rank":49,"change24h":0,"title":"Cross-Cultural Algorithmic Negotiation","domainCategory":"Human & Cognitive","lifecycleState":"Declining","skillVmsScore":519,"demandScore":57,"learningScore":60,"demandVelocity24h":63,"learningVelocity24h":62,"demandVelocity7d":94,"learningVelocity7d":99,"demandVelocity30d":176,"learningVelocity30d":198,"credibilityIndex":80.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.57,"gLearning":0.61,"dEcosystem":0.57,"aAdoption":0.58,"pPersistence":0.59,"nNovelty":0.52,"cJobCoverage":0.54},"driverBreakdown":{"reason":"Human & Cognitive capability demand shift, job postings requiring skill +63%, search & course learning intent +62%.","demandVelocity":"+63%","learningVelocity":"+62%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":35,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-50","rank":50,"change24h":0,"title":"Quantum Key Distribution (QKD) Hardware Config","domainCategory":"Cybersecurity","lifecycleState":"⚠️ Hype Gap","skillVmsScore":513,"demandScore":60,"learningScore":62,"demandVelocity24h":87,"learningVelocity24h":75,"demandVelocity7d":130,"learningVelocity7d":120,"demandVelocity30d":243,"learningVelocity30d":240,"credibilityIndex":76.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.6,"gLearning":0.67,"dEcosystem":0.54,"aAdoption":0.63,"pPersistence":0.56,"nNovelty":0.81,"cJobCoverage":0.51},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +87%, search & course learning intent +75%.","demandVelocity":"+87%","learningVelocity":"+75%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":35,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-51","rank":51,"change24h":-4,"title":"Data Clean Room Cryptographic Multi-Party Computation","domainCategory":"Data & Analytics","lifecycleState":"Emerging","skillVmsScore":513,"demandScore":55,"learningScore":61,"demandVelocity24h":50,"learningVelocity24h":116,"demandVelocity7d":75,"learningVelocity7d":185,"demandVelocity30d":140,"learningVelocity30d":371,"credibilityIndex":77.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.53,"gLearning":0.64,"dEcosystem":0.58,"aAdoption":0.62,"pPersistence":0.6,"nNovelty":0.43,"cJobCoverage":0.47},"driverBreakdown":{"reason":"Data & Analytics capability demand shift, job postings requiring skill +50%, search & course learning intent +116%.","demandVelocity":"+50%","learningVelocity":"+116%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":34,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-52","rank":52,"change24h":2,"title":"Hydrogen Electrolyzer Catalyst Chemistry","domainCategory":"Climate & Energy","lifecycleState":"Attention Rising","skillVmsScore":498,"demandScore":56,"learningScore":59,"demandVelocity24h":68,"learningVelocity24h":122,"demandVelocity7d":102,"learningVelocity7d":195,"demandVelocity30d":190,"learningVelocity30d":390,"credibilityIndex":79.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.58,"gLearning":0.61,"dEcosystem":0.58,"aAdoption":0.58,"pPersistence":0.56,"nNovelty":0.45,"cJobCoverage":0.52},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +68%, search & course learning intent +122%.","demandVelocity":"+68%","learningVelocity":"+122%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":34,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-53","rank":53,"change24h":-1,"title":"Continuous Adaptive Risk & Trust Assessment (CARTA)","domainCategory":"Cybersecurity","lifecycleState":"Adoption Accelerating","skillVmsScore":496,"demandScore":55,"learningScore":59,"demandVelocity24h":59,"learningVelocity24h":65,"demandVelocity7d":88,"learningVelocity7d":104,"demandVelocity30d":165,"learningVelocity30d":208,"credibilityIndex":78.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.54,"gLearning":0.6,"dEcosystem":0.56,"aAdoption":0.57,"pPersistence":0.55,"nNovelty":0.85,"cJobCoverage":0.51},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +59%, search & course learning intent +65%.","demandVelocity":"+59%","learningVelocity":"+65%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":34,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-54","rank":54,"change24h":-4,"title":"Large Audio Model Speech Synthesis & Cloning","domainCategory":"AI & Machine Intelligence","lifecycleState":"True Breakout","skillVmsScore":496,"demandScore":56,"learningScore":53,"demandVelocity24h":71,"learningVelocity24h":142,"demandVelocity7d":106,"learningVelocity7d":227,"demandVelocity30d":198,"learningVelocity30d":454,"credibilityIndex":78.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.56,"gLearning":0.56,"dEcosystem":0.52,"aAdoption":0.55,"pPersistence":0.6,"nNovelty":0.46,"cJobCoverage":0.47},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +71%, search & course learning intent +142%.","demandVelocity":"+71%","learningVelocity":"+142%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":33,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-55","rank":55,"change24h":-4,"title":"Embedded TinyML Sensor Model Deployment","domainCategory":"AI & Machine Intelligence","lifecycleState":"Mainstream","skillVmsScore":485,"demandScore":55,"learningScore":60,"demandVelocity24h":81,"learningVelocity24h":110,"demandVelocity7d":121,"learningVelocity7d":176,"demandVelocity30d":226,"learningVelocity30d":352,"credibilityIndex":77.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.56,"gLearning":0.63,"dEcosystem":0.57,"aAdoption":0.54,"pPersistence":0.54,"nNovelty":0.53,"cJobCoverage":0.46},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +81%, search & course learning intent +110%.","demandVelocity":"+81%","learningVelocity":"+110%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":33,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-56","rank":56,"change24h":4,"title":"Organoid Microfluidic Chip Interfacing","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Core","skillVmsScore":484,"demandScore":51,"learningScore":55,"demandVelocity24h":54,"learningVelocity24h":49,"demandVelocity7d":81,"learningVelocity7d":78,"demandVelocity30d":151,"learningVelocity30d":156,"credibilityIndex":77.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.48,"gLearning":0.55,"dEcosystem":0.55,"aAdoption":0.58,"pPersistence":0.55,"nNovelty":0.9,"cJobCoverage":0.44},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +54%, search & course learning intent +49%.","demandVelocity":"+54%","learningVelocity":"+49%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":32,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-57","rank":57,"change24h":-3,"title":"High-Temperature Geothermal Drilling Dynamics","domainCategory":"Climate & Energy","lifecycleState":"Declining","skillVmsScore":463,"demandScore":52,"learningScore":56,"demandVelocity24h":58,"learningVelocity24h":79,"demandVelocity7d":87,"learningVelocity7d":126,"demandVelocity30d":162,"learningVelocity30d":252,"credibilityIndex":77.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.54,"gLearning":0.61,"dEcosystem":0.55,"aAdoption":0.56,"pPersistence":0.56,"nNovelty":0.51,"cJobCoverage":0.49},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +58%, search & course learning intent +79%.","demandVelocity":"+58%","learningVelocity":"+79%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":32,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-58","rank":58,"change24h":0,"title":"Autonomous Supply Chain Replenishment AI","domainCategory":"Leadership","lifecycleState":"⚠️ Hype Gap","skillVmsScore":464,"demandScore":50,"learningScore":54,"demandVelocity24h":107,"learningVelocity24h":133,"demandVelocity7d":160,"learningVelocity7d":212,"demandVelocity30d":299,"learningVelocity30d":425,"credibilityIndex":76.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.52,"gLearning":0.57,"dEcosystem":0.49,"aAdoption":0.51,"pPersistence":0.57,"nNovelty":0.5,"cJobCoverage":0.5},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +107%, search & course learning intent +133%.","demandVelocity":"+107%","learningVelocity":"+133%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":32,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-59","rank":59,"change24h":1,"title":"Zig Systems Programming & Memory Safety","domainCategory":"Software & Computing","lifecycleState":"Emerging","skillVmsScore":447,"demandScore":48,"learningScore":54,"demandVelocity24h":65,"learningVelocity24h":74,"demandVelocity7d":97,"learningVelocity7d":118,"demandVelocity30d":182,"learningVelocity30d":236,"credibilityIndex":74.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.48,"gLearning":0.53,"dEcosystem":0.54,"aAdoption":0.52,"pPersistence":0.5,"nNovelty":0.82,"cJobCoverage":0.46},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +65%, search & course learning intent +74%.","demandVelocity":"+65%","learningVelocity":"+74%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":31,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-60","rank":60,"change24h":0,"title":"Zero-Trust Data Governance & Security Posture (DSPM)","domainCategory":"Cybersecurity","lifecycleState":"Attention Rising","skillVmsScore":438,"demandScore":50,"learningScore":56,"demandVelocity24h":51,"learningVelocity24h":93,"demandVelocity7d":76,"learningVelocity7d":148,"demandVelocity30d":142,"learningVelocity30d":297,"credibilityIndex":75.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.47,"gLearning":0.6,"dEcosystem":0.5,"aAdoption":0.55,"pPersistence":0.56,"nNovelty":0.48,"cJobCoverage":0.46},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +51%, search & course learning intent +93%.","demandVelocity":"+51%","learningVelocity":"+93%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":31,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-61","rank":61,"change24h":-3,"title":"Bio-Char Carbon Removal Accounting Standards","domainCategory":"Climate & Energy","lifecycleState":"Adoption Accelerating","skillVmsScore":440,"demandScore":51,"learningScore":53,"demandVelocity24h":23,"learningVelocity24h":123,"demandVelocity7d":34,"learningVelocity7d":196,"demandVelocity30d":64,"learningVelocity30d":393,"credibilityIndex":75.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.5,"gLearning":0.54,"dEcosystem":0.52,"aAdoption":0.51,"pPersistence":0.51,"nNovelty":0.52,"cJobCoverage":0.44},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +23%, search & course learning intent +123%.","demandVelocity":"+23%","learningVelocity":"+123%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":30,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-62","rank":62,"change24h":2,"title":"Neural Radiance Fields (NeRF) 3D Scanning","domainCategory":"AI & Machine Intelligence","lifecycleState":"True Breakout","skillVmsScore":435,"demandScore":48,"learningScore":52,"demandVelocity24h":94,"learningVelocity24h":79,"demandVelocity7d":141,"learningVelocity7d":126,"demandVelocity30d":263,"learningVelocity30d":252,"credibilityIndex":72.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.45,"gLearning":0.58,"dEcosystem":0.48,"aAdoption":0.54,"pPersistence":0.52,"nNovelty":0.88,"cJobCoverage":0.42},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +94%, search & course learning intent +79%.","demandVelocity":"+94%","learningVelocity":"+79%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":30,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-63","rank":63,"change24h":-4,"title":"Multi-Cloud FinOps & Cloud Unit Cost Analytics","domainCategory":"Leadership","lifecycleState":"Mainstream","skillVmsScore":430,"demandScore":44,"learningScore":48,"demandVelocity24h":103,"learningVelocity24h":27,"demandVelocity7d":154,"learningVelocity7d":43,"demandVelocity30d":288,"learningVelocity30d":86,"credibilityIndex":73.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.42,"gLearning":0.53,"dEcosystem":0.47,"aAdoption":0.48,"pPersistence":0.51,"nNovelty":0.53,"cJobCoverage":0.46},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +103%, search & course learning intent +27%.","demandVelocity":"+103%","learningVelocity":"+27%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":30,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-64","rank":64,"change24h":3,"title":"Spatial Computing Eye-Tracking Interaction Design","domainCategory":"Human & Cognitive","lifecycleState":"Core","skillVmsScore":421,"demandScore":47,"learningScore":51,"demandVelocity24h":92,"learningVelocity24h":86,"demandVelocity7d":138,"learningVelocity7d":137,"demandVelocity30d":257,"learningVelocity30d":275,"credibilityIndex":73.5,"isManipulationRisk":false,"subFactors":{"vDemand":0.49,"gLearning":0.56,"dEcosystem":0.47,"aAdoption":0.47,"pPersistence":0.48,"nNovelty":0.44,"cJobCoverage":0.4},"driverBreakdown":{"reason":"Human & Cognitive capability demand shift, job postings requiring skill +92%, search & course learning intent +86%.","demandVelocity":"+92%","learningVelocity":"+86%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":29,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-65","rank":65,"change24h":3,"title":"Wave Energy Fluid-Structure Interaction Sim","domainCategory":"Climate & Energy","lifecycleState":"Declining","skillVmsScore":415,"demandScore":44,"learningScore":53,"demandVelocity24h":98,"learningVelocity24h":84,"demandVelocity7d":147,"learningVelocity7d":134,"demandVelocity30d":274,"learningVelocity30d":268,"credibilityIndex":71.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.42,"gLearning":0.56,"dEcosystem":0.51,"aAdoption":0.51,"pPersistence":0.53,"nNovelty":0.89,"cJobCoverage":0.45},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +98%, search & course learning intent +84%.","demandVelocity":"+98%","learningVelocity":"+84%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":29,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-66","rank":66,"change24h":2,"title":"AI-Powered Genomics Variant Calling","domainCategory":"Quantum & Frontier Tech","lifecycleState":"⚠️ Hype Gap","skillVmsScore":396,"demandScore":45,"learningScore":48,"demandVelocity24h":40,"learningVelocity24h":56,"demandVelocity7d":60,"learningVelocity7d":89,"demandVelocity30d":112,"learningVelocity30d":179,"credibilityIndex":71.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.45,"gLearning":0.53,"dEcosystem":0.44,"aAdoption":0.49,"pPersistence":0.46,"nNovelty":0.53,"cJobCoverage":0.4},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +40%, search & course learning intent +56%.","demandVelocity":"+40%","learningVelocity":"+56%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":28,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-67","rank":67,"change24h":0,"title":"Hardware Security Module (HSM) Cryptography","domainCategory":"Cybersecurity","lifecycleState":"Emerging","skillVmsScore":394,"demandScore":46,"learningScore":47,"demandVelocity24h":98,"learningVelocity24h":70,"demandVelocity7d":147,"learningVelocity7d":112,"demandVelocity30d":274,"learningVelocity30d":224,"credibilityIndex":73.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.47,"gLearning":0.52,"dEcosystem":0.45,"aAdoption":0.48,"pPersistence":0.52,"nNovelty":0.49,"cJobCoverage":0.44},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +98%, search & course learning intent +70%.","demandVelocity":"+98%","learningVelocity":"+70%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":28,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-68","rank":68,"change24h":-3,"title":"Synthetic Biology Metabolic Pathway Design","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Attention Rising","skillVmsScore":392,"demandScore":40,"learningScore":49,"demandVelocity24h":64,"learningVelocity24h":58,"demandVelocity7d":96,"learningVelocity7d":92,"demandVelocity30d":179,"learningVelocity30d":185,"credibilityIndex":71.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.39,"gLearning":0.53,"dEcosystem":0.44,"aAdoption":0.45,"pPersistence":0.49,"nNovelty":0.83,"cJobCoverage":0.37},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +64%, search & course learning intent +58%.","demandVelocity":"+64%","learningVelocity":"+58%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":28,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-69","rank":69,"change24h":1,"title":"Edge Micro-Data Center Thermal Management","domainCategory":"Software & Computing","lifecycleState":"Adoption Accelerating","skillVmsScore":377,"demandScore":45,"learningScore":43,"demandVelocity24h":62,"learningVelocity24h":130,"demandVelocity7d":93,"learningVelocity7d":208,"demandVelocity30d":173,"learningVelocity30d":416,"credibilityIndex":72.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.45,"gLearning":0.47,"dEcosystem":0.43,"aAdoption":0.45,"pPersistence":0.5,"nNovelty":0.51,"cJobCoverage":0.43},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +62%, search & course learning intent +130%.","demandVelocity":"+62%","learningVelocity":"+130%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":27,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-70","rank":70,"change24h":0,"title":"Post-Traumatic Resiliency & Workplace Psychology","domainCategory":"Human & Cognitive","lifecycleState":"True Breakout","skillVmsScore":369,"demandScore":44,"learningScore":43,"demandVelocity24h":82,"learningVelocity24h":102,"demandVelocity7d":123,"learningVelocity7d":163,"demandVelocity30d":229,"learningVelocity30d":326,"credibilityIndex":71.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.44,"gLearning":0.48,"dEcosystem":0.41,"aAdoption":0.46,"pPersistence":0.45,"nNovelty":0.5,"cJobCoverage":0.37},"driverBreakdown":{"reason":"Human & Cognitive capability demand shift, job postings requiring skill +82%, search & course learning intent +102%.","demandVelocity":"+82%","learningVelocity":"+102%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":27,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-71","rank":71,"change24h":-1,"title":"Industrial Heat Pump Thermodynamic Sizing","domainCategory":"Climate & Energy","lifecycleState":"Mainstream","skillVmsScore":366,"demandScore":41,"learningScore":46,"demandVelocity24h":37,"learningVelocity24h":112,"demandVelocity7d":55,"learningVelocity7d":179,"demandVelocity30d":103,"learningVelocity30d":358,"credibilityIndex":68.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.39,"gLearning":0.51,"dEcosystem":0.42,"aAdoption":0.47,"pPersistence":0.44,"nNovelty":0.84,"cJobCoverage":0.42},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +37%, search & course learning intent +112%.","demandVelocity":"+37%","learningVelocity":"+112%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":26,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-72","rank":72,"change24h":-3,"title":"Event-Driven Micro-Frontend Architecture","domainCategory":"Software & Computing","lifecycleState":"Core","skillVmsScore":361,"demandScore":44,"learningScore":47,"demandVelocity24h":82,"learningVelocity24h":90,"demandVelocity7d":123,"learningVelocity7d":144,"demandVelocity30d":229,"learningVelocity30d":288,"credibilityIndex":71.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.42,"gLearning":0.51,"dEcosystem":0.41,"aAdoption":0.45,"pPersistence":0.42,"nNovelty":0.51,"cJobCoverage":0.4},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +82%, search & course learning intent +90%.","demandVelocity":"+82%","learningVelocity":"+90%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":26,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-73","rank":73,"change24h":-3,"title":"Deepfake Video Detection & Spectral Analysis","domainCategory":"Cybersecurity","lifecycleState":"Declining","skillVmsScore":354,"demandScore":40,"learningScore":44,"demandVelocity24h":77,"learningVelocity24h":35,"demandVelocity7d":115,"learningVelocity7d":56,"demandVelocity30d":215,"learningVelocity30d":112,"credibilityIndex":71.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.38,"gLearning":0.51,"dEcosystem":0.4,"aAdoption":0.45,"pPersistence":0.49,"nNovelty":0.43,"cJobCoverage":0.35},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +77%, search & course learning intent +35%.","demandVelocity":"+77%","learningVelocity":"+35%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":26,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-74","rank":74,"change24h":1,"title":"Autonomous Fleet Tele-Operations Control","domainCategory":"Software & Computing","lifecycleState":"⚠️ Hype Gap","skillVmsScore":345,"demandScore":36,"learningScore":42,"demandVelocity24h":64,"learningVelocity24h":114,"demandVelocity7d":96,"learningVelocity7d":182,"demandVelocity30d":179,"learningVelocity30d":364,"credibilityIndex":67.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.35,"gLearning":0.44,"dEcosystem":0.39,"aAdoption":0.42,"pPersistence":0.42,"nNovelty":0.82,"cJobCoverage":0.38},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +64%, search & course learning intent +114%.","demandVelocity":"+64%","learningVelocity":"+114%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":25,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-75","rank":75,"change24h":-1,"title":"Climate Catastrophe Risk Financial Modeling","domainCategory":"Leadership","lifecycleState":"Emerging","skillVmsScore":337,"demandScore":37,"learningScore":45,"demandVelocity24h":15,"learningVelocity24h":25,"demandVelocity7d":22,"learningVelocity7d":40,"demandVelocity30d":42,"learningVelocity30d":80,"credibilityIndex":69,"isManipulationRisk":false,"subFactors":{"vDemand":0.37,"gLearning":0.48,"dEcosystem":0.43,"aAdoption":0.44,"pPersistence":0.43,"nNovelty":0.45,"cJobCoverage":0.35},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +15%, search & course learning intent +25%.","demandVelocity":"+15%","learningVelocity":"+25%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":25,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-76","rank":76,"change24h":1,"title":"DNA Data Storage Encoding Algorithms","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Attention Rising","skillVmsScore":327,"demandScore":35,"learningScore":41,"demandVelocity24h":79,"learningVelocity24h":27,"demandVelocity7d":118,"learningVelocity7d":43,"demandVelocity30d":221,"learningVelocity30d":86,"credibilityIndex":70.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.32,"gLearning":0.45,"dEcosystem":0.38,"aAdoption":0.38,"pPersistence":0.45,"nNovelty":0.45,"cJobCoverage":0.34},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +79%, search & course learning intent +27%.","demandVelocity":"+79%","learningVelocity":"+27%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":24,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-77","rank":77,"change24h":-2,"title":"Retrieval Augmented Code Generation (CodeRAG)","domainCategory":"AI & Machine Intelligence","lifecycleState":"Adoption Accelerating","skillVmsScore":316,"demandScore":34,"learningScore":40,"demandVelocity24h":89,"learningVelocity24h":126,"demandVelocity7d":133,"learningVelocity7d":201,"demandVelocity30d":249,"learningVelocity30d":403,"credibilityIndex":68.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.33,"gLearning":0.48,"dEcosystem":0.36,"aAdoption":0.37,"pPersistence":0.4,"nNovelty":0.87,"cJobCoverage":0.38},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +89%, search & course learning intent +126%.","demandVelocity":"+89%","learningVelocity":"+126%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":24,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-78","rank":78,"change24h":-3,"title":"Lithium Iron Phosphate (LFP) Cathode Engineering","domainCategory":"Climate & Energy","lifecycleState":"True Breakout","skillVmsScore":321,"demandScore":35,"learningScore":42,"demandVelocity24h":86,"learningVelocity24h":121,"demandVelocity7d":129,"learningVelocity7d":193,"demandVelocity30d":240,"learningVelocity30d":387,"credibilityIndex":67,"isManipulationRisk":false,"subFactors":{"vDemand":0.31,"gLearning":0.46,"dEcosystem":0.37,"aAdoption":0.43,"pPersistence":0.38,"nNovelty":0.44,"cJobCoverage":0.33},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +86%, search & course learning intent +121%.","demandVelocity":"+86%","learningVelocity":"+121%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":24,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-79","rank":79,"change24h":-4,"title":"Agile AI-Assisted Product Roadmapping","domainCategory":"Leadership","lifecycleState":"Mainstream","skillVmsScore":303,"demandScore":33,"learningScore":39,"demandVelocity24h":17,"learningVelocity24h":67,"demandVelocity7d":25,"learningVelocity7d":107,"demandVelocity30d":47,"learningVelocity30d":214,"credibilityIndex":65.5,"isManipulationRisk":false,"subFactors":{"vDemand":0.3,"gLearning":0.42,"dEcosystem":0.34,"aAdoption":0.43,"pPersistence":0.41,"nNovelty":0.45,"cJobCoverage":0.34},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +17%, search & course learning intent +67%.","demandVelocity":"+17%","learningVelocity":"+67%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":23,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-80","rank":80,"change24h":0,"title":"Sub-Millimeter Neural Interface Decoding","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Core","skillVmsScore":309,"demandScore":29,"learningScore":37,"demandVelocity24h":10,"learningVelocity24h":68,"demandVelocity7d":15,"learningVelocity7d":108,"demandVelocity30d":28,"learningVelocity30d":217,"credibilityIndex":68.3,"isManipulationRisk":false,"subFactors":{"vDemand":0.3,"gLearning":0.41,"dEcosystem":0.35,"aAdoption":0.35,"pPersistence":0.39,"nNovelty":0.82,"cJobCoverage":0.31},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +10%, search & course learning intent +68%.","demandVelocity":"+10%","learningVelocity":"+68%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":23,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-81","rank":81,"change24h":0,"title":"Container Security Runtime Profiling (Falco)","domainCategory":"Cybersecurity","lifecycleState":"Declining","skillVmsScore":294,"demandScore":36,"learningScore":37,"demandVelocity24h":30,"learningVelocity24h":54,"demandVelocity7d":45,"learningVelocity7d":86,"demandVelocity30d":84,"learningVelocity30d":172,"credibilityIndex":66.9,"isManipulationRisk":false,"subFactors":{"vDemand":0.34,"gLearning":0.42,"dEcosystem":0.33,"aAdoption":0.41,"pPersistence":0.41,"nNovelty":0.5,"cJobCoverage":0.37},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +30%, search & course learning intent +54%.","demandVelocity":"+30%","learningVelocity":"+54%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":22,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-82","rank":82,"change24h":1,"title":"Hydroponic Nutrient Automation IoT Programming","domainCategory":"Climate & Energy","lifecycleState":"⚠️ Hype Gap","skillVmsScore":295,"demandScore":34,"learningScore":39,"demandVelocity24h":61,"learningVelocity24h":52,"demandVelocity7d":91,"learningVelocity7d":83,"demandVelocity30d":170,"learningVelocity30d":166,"credibilityIndex":65.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.35,"gLearning":0.39,"dEcosystem":0.39,"aAdoption":0.35,"pPersistence":0.41,"nNovelty":0.45,"cJobCoverage":0.34},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +61%, search & course learning intent +52%.","demandVelocity":"+61%","learningVelocity":"+52%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":22,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-83","rank":83,"change24h":3,"title":"LLM Benchmarking & Evaluation Harness (lm-eval)","domainCategory":"AI & Machine Intelligence","lifecycleState":"Emerging","skillVmsScore":281,"demandScore":32,"learningScore":35,"demandVelocity24h":60,"learningVelocity24h":17,"demandVelocity7d":90,"learningVelocity7d":27,"demandVelocity30d":168,"learningVelocity30d":54,"credibilityIndex":64.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.3,"gLearning":0.37,"dEcosystem":0.33,"aAdoption":0.37,"pPersistence":0.41,"nNovelty":0.83,"cJobCoverage":0.34},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +60%, search & course learning intent +17%.","demandVelocity":"+60%","learningVelocity":"+17%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":22,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-84","rank":84,"change24h":-1,"title":"High-Voltage DC Converter Control Engineering","domainCategory":"Climate & Energy","lifecycleState":"Attention Rising","skillVmsScore":270,"demandScore":31,"learningScore":38,"demandVelocity24h":70,"learningVelocity24h":74,"demandVelocity7d":105,"learningVelocity7d":118,"demandVelocity30d":196,"learningVelocity30d":236,"credibilityIndex":65,"isManipulationRisk":false,"subFactors":{"vDemand":0.3,"gLearning":0.39,"dEcosystem":0.35,"aAdoption":0.4,"pPersistence":0.39,"nNovelty":0.47,"cJobCoverage":0.31},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +70%, search & course learning intent +74%.","demandVelocity":"+70%","learningVelocity":"+74%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":21,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-85","rank":85,"change24h":-1,"title":"Conversational Voice AI Latency Minimization","domainCategory":"AI & Machine Intelligence","lifecycleState":"Adoption Accelerating","skillVmsScore":267,"demandScore":33,"learningScore":32,"demandVelocity24h":22,"learningVelocity24h":99,"demandVelocity7d":33,"learningVelocity7d":158,"demandVelocity30d":61,"learningVelocity30d":316,"credibilityIndex":64,"isManipulationRisk":false,"subFactors":{"vDemand":0.32,"gLearning":0.36,"dEcosystem":0.29,"aAdoption":0.36,"pPersistence":0.38,"nNovelty":0.48,"cJobCoverage":0.3},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +22%, search & course learning intent +99%.","demandVelocity":"+22%","learningVelocity":"+99%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":21,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-86","rank":86,"change24h":1,"title":"Zero-Knowledge Machine Learning (zkML)","domainCategory":"Cybersecurity","lifecycleState":"True Breakout","skillVmsScore":256,"demandScore":27,"learningScore":33,"demandVelocity24h":48,"learningVelocity24h":18,"demandVelocity7d":72,"learningVelocity7d":28,"demandVelocity30d":134,"learningVelocity30d":57,"credibilityIndex":63.6,"isManipulationRisk":false,"subFactors":{"vDemand":0.27,"gLearning":0.38,"dEcosystem":0.32,"aAdoption":0.31,"pPersistence":0.35,"nNovelty":0.85,"cJobCoverage":0.29},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +48%, search & course learning intent +18%.","demandVelocity":"+48%","learningVelocity":"+18%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":20,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-87","rank":87,"change24h":-4,"title":"Satellite Orbital Debris Trajectory Prediction","domainCategory":"Software & Computing","lifecycleState":"Mainstream","skillVmsScore":257,"demandScore":29,"learningScore":33,"demandVelocity24h":55,"learningVelocity24h":113,"demandVelocity7d":82,"learningVelocity7d":180,"demandVelocity30d":154,"learningVelocity30d":361,"credibilityIndex":64.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.28,"gLearning":0.37,"dEcosystem":0.31,"aAdoption":0.36,"pPersistence":0.4,"nNovelty":0.52,"cJobCoverage":0.26},"driverBreakdown":{"reason":"Software & Computing capability demand shift, job postings requiring skill +55%, search & course learning intent +113%.","demandVelocity":"+55%","learningVelocity":"+113%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":20,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-88","rank":88,"change24h":-2,"title":"Organoid Culturing Bioprocess Scalability","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Core","skillVmsScore":236,"demandScore":31,"learningScore":31,"demandVelocity24h":25,"learningVelocity24h":8,"demandVelocity7d":37,"learningVelocity7d":12,"demandVelocity30d":70,"learningVelocity30d":25,"credibilityIndex":63.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.3,"gLearning":0.33,"dEcosystem":0.31,"aAdoption":0.3,"pPersistence":0.32,"nNovelty":0.46,"cJobCoverage":0.27},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +25%, search & course learning intent +8%.","demandVelocity":"+25%","learningVelocity":"+8%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":20,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-89","rank":89,"change24h":0,"title":"Enterprise Generative AI ROI Metric Tracking","domainCategory":"Leadership","lifecycleState":"Declining","skillVmsScore":242,"demandScore":25,"learningScore":35,"demandVelocity24h":41,"learningVelocity24h":68,"demandVelocity7d":61,"learningVelocity7d":108,"demandVelocity30d":114,"learningVelocity30d":217,"credibilityIndex":63.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.23,"gLearning":0.39,"dEcosystem":0.31,"aAdoption":0.34,"pPersistence":0.36,"nNovelty":0.83,"cJobCoverage":0.27},"driverBreakdown":{"reason":"Leadership capability demand shift, job postings requiring skill +41%, search & course learning intent +68%.","demandVelocity":"+41%","learningVelocity":"+68%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":19,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":4},{"id":"skill-90","rank":90,"change24h":3,"title":"Passive House Building Envelope Thermal Proofing","domainCategory":"Climate & Energy","lifecycleState":"⚠️ Hype Gap","skillVmsScore":223,"demandScore":29,"learningScore":30,"demandVelocity24h":35,"learningVelocity24h":88,"demandVelocity7d":52,"learningVelocity7d":140,"demandVelocity30d":98,"learningVelocity30d":281,"credibilityIndex":61.8,"isManipulationRisk":false,"subFactors":{"vDemand":0.28,"gLearning":0.33,"dEcosystem":0.29,"aAdoption":0.35,"pPersistence":0.35,"nNovelty":0.49,"cJobCoverage":0.27},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +35%, search & course learning intent +88%.","demandVelocity":"+35%","learningVelocity":"+88%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":19,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-91","rank":91,"change24h":-3,"title":"Quantum Annealing Optimization (D-Wave)","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Emerging","skillVmsScore":230,"demandScore":24,"learningScore":30,"demandVelocity24h":39,"learningVelocity24h":89,"demandVelocity7d":58,"learningVelocity7d":142,"demandVelocity30d":109,"learningVelocity30d":284,"credibilityIndex":64.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.23,"gLearning":0.3,"dEcosystem":0.29,"aAdoption":0.29,"pPersistence":0.32,"nNovelty":0.44,"cJobCoverage":0.3},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +39%, search & course learning intent +89%.","demandVelocity":"+39%","learningVelocity":"+89%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":18,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2},{"id":"skill-92","rank":92,"change24h":-1,"title":"Threat Intelligence OSINT Data Pipeline Dev","domainCategory":"Cybersecurity","lifecycleState":"Attention Rising","skillVmsScore":223,"demandScore":25,"learningScore":29,"demandVelocity24h":77,"learningVelocity24h":54,"demandVelocity7d":115,"learningVelocity7d":86,"demandVelocity30d":215,"learningVelocity30d":172,"credibilityIndex":62.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.22,"gLearning":0.34,"dEcosystem":0.24,"aAdoption":0.31,"pPersistence":0.36,"nNovelty":0.83,"cJobCoverage":0.25},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +77%, search & course learning intent +54%.","demandVelocity":"+77%","learningVelocity":"+54%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":18,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-93","rank":93,"change24h":-2,"title":"Real-Time Feature Store Architecture (Feast)","domainCategory":"Data & Analytics","lifecycleState":"Adoption Accelerating","skillVmsScore":206,"demandScore":27,"learningScore":31,"demandVelocity24h":17,"learningVelocity24h":24,"demandVelocity7d":25,"learningVelocity7d":38,"demandVelocity30d":47,"learningVelocity30d":76,"credibilityIndex":62,"isManipulationRisk":false,"subFactors":{"vDemand":0.25,"gLearning":0.35,"dEcosystem":0.25,"aAdoption":0.3,"pPersistence":0.3,"nNovelty":0.51,"cJobCoverage":0.27},"driverBreakdown":{"reason":"Data & Analytics capability demand shift, job postings requiring skill +17%, search & course learning intent +24%.","demandVelocity":"+17%","learningVelocity":"+24%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":18,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-94","rank":94,"change24h":-1,"title":"EV Charging Station Load Balance Balancing","domainCategory":"Climate & Energy","lifecycleState":"True Breakout","skillVmsScore":205,"demandScore":24,"learningScore":29,"demandVelocity24h":36,"learningVelocity24h":57,"demandVelocity7d":54,"learningVelocity7d":91,"demandVelocity30d":100,"learningVelocity30d":182,"credibilityIndex":62.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.2,"gLearning":0.28,"dEcosystem":0.3,"aAdoption":0.28,"pPersistence":0.36,"nNovelty":0.45,"cJobCoverage":0.26},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +36%, search & course learning intent +57%.","demandVelocity":"+36%","learningVelocity":"+57%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":17,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-95","rank":95,"change24h":-3,"title":"AI-Native UI Design Systems & Copilot UX","domainCategory":"Human & Cognitive","lifecycleState":"Mainstream","skillVmsScore":198,"demandScore":24,"learningScore":23,"demandVelocity24h":4,"learningVelocity24h":54,"demandVelocity7d":6,"learningVelocity7d":86,"demandVelocity30d":11,"learningVelocity30d":172,"credibilityIndex":59.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.24,"gLearning":0.28,"dEcosystem":0.22,"aAdoption":0.26,"pPersistence":0.29,"nNovelty":0.85,"cJobCoverage":0.25},"driverBreakdown":{"reason":"Human & Cognitive capability demand shift, job postings requiring skill +4%, search & course learning intent +54%.","demandVelocity":"+4%","learningVelocity":"+54%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":17,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-96","rank":96,"change24h":2,"title":"AAV Gene Delivery Vector Capsid Design","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Core","skillVmsScore":188,"demandScore":24,"learningScore":24,"demandVelocity24h":37,"learningVelocity24h":102,"demandVelocity7d":55,"learningVelocity7d":163,"demandVelocity30d":103,"learningVelocity30d":326,"credibilityIndex":61.2,"isManipulationRisk":false,"subFactors":{"vDemand":0.22,"gLearning":0.27,"dEcosystem":0.25,"aAdoption":0.31,"pPersistence":0.3,"nNovelty":0.49,"cJobCoverage":0.22},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +37%, search & course learning intent +102%.","demandVelocity":"+37%","learningVelocity":"+102%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":16,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":3},{"id":"skill-97","rank":97,"change24h":1,"title":"Subsurface Carbon Sequestration Seismic Monitoring","domainCategory":"Climate & Energy","lifecycleState":"Declining","skillVmsScore":180,"demandScore":23,"learningScore":27,"demandVelocity24h":71,"learningVelocity24h":42,"demandVelocity7d":106,"learningVelocity7d":67,"demandVelocity30d":198,"learningVelocity30d":134,"credibilityIndex":60.4,"isManipulationRisk":false,"subFactors":{"vDemand":0.2,"gLearning":0.28,"dEcosystem":0.24,"aAdoption":0.31,"pPersistence":0.27,"nNovelty":0.52,"cJobCoverage":0.21},"driverBreakdown":{"reason":"Climate & Energy capability demand shift, job postings requiring skill +71%, search & course learning intent +42%.","demandVelocity":"+71%","learningVelocity":"+42%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":16,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-98","rank":98,"change24h":1,"title":"Human-in-the-Loop RLHF Annotation Pipeline Design","domainCategory":"AI & Machine Intelligence","lifecycleState":"⚠️ Hype Gap","skillVmsScore":175,"demandScore":21,"learningScore":27,"demandVelocity24h":38,"learningVelocity24h":14,"demandVelocity7d":57,"learningVelocity7d":22,"demandVelocity30d":106,"learningVelocity30d":44,"credibilityIndex":60,"isManipulationRisk":false,"subFactors":{"vDemand":0.19,"gLearning":0.29,"dEcosystem":0.26,"aAdoption":0.3,"pPersistence":0.26,"nNovelty":0.84,"cJobCoverage":0.22},"driverBreakdown":{"reason":"AI & Machine Intelligence capability demand shift, job postings requiring skill +38%, search & course learning intent +14%.","demandVelocity":"+38%","learningVelocity":"+14%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":16,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":0},{"id":"skill-99","rank":99,"change24h":-4,"title":"Zero-Trust Network Access (ZTNA) Deployment","domainCategory":"Cybersecurity","lifecycleState":"Emerging","skillVmsScore":166,"demandScore":23,"learningScore":25,"demandVelocity24h":60,"learningVelocity24h":35,"demandVelocity7d":90,"learningVelocity7d":56,"demandVelocity30d":168,"learningVelocity30d":112,"credibilityIndex":58.7,"isManipulationRisk":false,"subFactors":{"vDemand":0.2,"gLearning":0.27,"dEcosystem":0.26,"aAdoption":0.26,"pPersistence":0.33,"nNovelty":0.46,"cJobCoverage":0.18},"driverBreakdown":{"reason":"Cybersecurity capability demand shift, job postings requiring skill +60%, search & course learning intent +35%.","demandVelocity":"+60%","learningVelocity":"+35%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":15,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":1},{"id":"skill-100","rank":100,"change24h":2,"title":"Microbiome Predictive Diagnostics Machine Learning","domainCategory":"Quantum & Frontier Tech","lifecycleState":"Attention Rising","skillVmsScore":159,"demandScore":18,"learningScore":22,"demandVelocity24h":40,"learningVelocity24h":107,"demandVelocity7d":60,"learningVelocity7d":171,"demandVelocity30d":112,"learningVelocity30d":342,"credibilityIndex":60.1,"isManipulationRisk":false,"subFactors":{"vDemand":0.19,"gLearning":0.26,"dEcosystem":0.2,"aAdoption":0.23,"pPersistence":0.32,"nNovelty":0.43,"cJobCoverage":0.22},"driverBreakdown":{"reason":"Quantum & Frontier Tech capability demand shift, job postings requiring skill +40%, search & course learning intent +107%.","demandVelocity":"+40%","learningVelocity":"+107%","keyFrameworks":["Industry Standard Toolkit","Enterprise Integration","Production SDK","Core Library"]},"topFrameworks":["Standard Toolkit","Production SDK","CLI Tools"],"jobCoverageCount":15,"isSkillToWatch":false,"warningBadge":false,"lastUpdatedSecondsAgo":2}]}