=== TVM TERMINAL LIVE JOB RANKING SHIFTS (Updated: 2026-08-17T16:37:43.125Z) ===
[JOB] AI Agent Engineer (AI & Tech): Rank #5 -> #1 (+4) | VMS: 946/1000 | State: True Breakout | Demand: 95 | Attention: 97
[JOB] Datacenter Power Infrastructure Engineer (Trades & Engineering): Rank #4 -> #2 (+2) | VMS: 923/1000 | State: Demand Accelerating | Demand: 93 | Attention: 89
[JOB] LLM Fine-Tuning & Quantization Specialist (AI & Tech): Rank #2 -> #3 (-1) | VMS: 908/1000 | State: True Breakout | Demand: 91 | Attention: 95
[JOB] Quantum Cryptography & Post-Quantum Security Lead (Cyber & Security): Rank #9 -> #4 (+5) | VMS: 895/1000 | State: Emerging | Demand: 88 | Attention: 90
[JOB] Bio-AI Drug Design Computational Biologist (Biotech & Genomics): Rank #3 -> #5 (-2) | VMS: 879/1000 | State: Demand Accelerating | Demand: 89 | Attention: 86
[JOB] Nuclear SMR (Small Modular Reactor) Licensing Engineer (Green Energy): Rank #9 -> #6 (+3) | VMS: 866/1000 | State: Emerging | Demand: 89 | Attention: 85
[JOB] AI Safety & Alignment Governance Lead (AI & Tech): Rank #8 -> #7 (+1) | VMS: 851/1000 | State: Attention Rising | Demand: 84 | Attention: 94
[JOB] High-Frequency Quant Execution Systems Developer (Finance & Quant): Rank #5 -> #8 (-3) | VMS: 837/1000 | State: Established | Demand: 88 | Attention: 78
[JOB] Robotics Sim2Real Foundation Model Engineer (AI & Tech): Rank #15 -> #9 (+6) | VMS: 830/1000 | State: Demand Accelerating | Demand: 85 | Attention: 87
[JOB] Autonomous Grid Virtual Power Plant (VPP) Architect (Green Energy): Rank #9 -> #10 (-1) | VMS: 812/1000 | State: Emerging | Demand: 86 | Attention: 80
[JOB] Synthetic Data & Distillation Engineer (AI & Tech): Rank #8 -> #11 (-3) | VMS: 800/1000 | State: Emerging | Demand: 87 | Attention: 86
[JOB] AI Hardware Compiler Engineer (Triton / CUDA) (AI & Tech): Rank #10 -> #12 (-2) | VMS: 793/1000 | State: Attention Rising | Demand: 85 | Attention: 85
[JOB] Offshore Wind Turbine Maintenance Specialist (Renewable Tech): Rank #13 -> #13 (+0) | VMS: 789/1000 | State: Demand Accelerating | Demand: 89 | Attention: 86
[JOB] Gene Therapy Delivery Vector Researcher (Biotech & Genomics): Rank #11 -> #14 (-3) | VMS: 773/1000 | State: True Breakout | Demand: 85 | Attention: 80
[JOB] Zero-Trust Identity Infrastructure Engineer (Cyber & Security): Rank #16 -> #15 (+1) | VMS: 761/1000 | State: Mainstream | Demand: 86 | Attention: 83
[JOB] Autonomous Mining Equipment Technician (Trades & Engineering): Rank #13 -> #16 (-3) | VMS: 762/1000 | State: Established | Demand: 83 | Attention: 83
[JOB] Clinical AI Model Validation Director (Healthcare): Rank #15 -> #17 (-2) | VMS: 753/1000 | State: Cooling | Demand: 81 | Attention: 81
[JOB] Defi Risk Engine & Smart Contract Auditor (Finance & Quant): Rank #21 -> #18 (+3) | VMS: 756/1000 | State: ⚠️ Hype Gap | Demand: 80 | Attention: 81
[JOB] Carbon Capture Direct-Air Separation Lead (Green Energy): Rank #16 -> #19 (-3) | VMS: 737/1000 | State: Emerging | Demand: 86 | Attention: 80
[JOB] Spatial Computing Unity/Unreal Engine Developer (AI & Tech): Rank #22 -> #20 (+2) | VMS: 735/1000 | State: Attention Rising | Demand: 80 | Attention: 78
[JOB] Electrolyzer Hydrogen Production Plant Engineer (Green Energy): Rank #19 -> #21 (-2) | VMS: 719/1000 | State: Demand Accelerating | Demand: 82 | Attention: 78
[JOB] Neurosurgical Brain-Computer Interface Technician (Healthcare): Rank #20 -> #22 (-2) | VMS: 720/1000 | State: True Breakout | Demand: 76 | Attention: 77
[JOB] Robotic Process Automation (RPA) AI Lead (AI & Tech): Rank #19 -> #23 (-4) | VMS: 709/1000 | State: Mainstream | Demand: 82 | Attention: 78
[JOB] Critical Infrastructure OT Cybersecurity Analyst (Cyber & Security): Rank #27 -> #24 (+3) | VMS: 703/1000 | State: Established | Demand: 75 | Attention: 78
[JOB] Geothermal Deep-Drilling Subsurface Engineer (Trades & Engineering): Rank #25 -> #25 (+0) | VMS: 703/1000 | State: Cooling | Demand: 76 | Attention: 74
[JOB] Precision Oncology Genomic Sequencing Analyst (Biotech & Genomics): Rank #23 -> #26 (-3) | VMS: 696/1000 | State: ⚠️ Hype Gap | Demand: 78 | Attention: 74
[JOB] High-Voltage Battery Recycling Engineer (Renewable Tech): Rank #27 -> #27 (+0) | VMS: 678/1000 | State: Emerging | Demand: 76 | Attention: 74
[JOB] Prompt Engineering & Context Optimization Lead (AI & Tech): Rank #31 -> #28 (+3) | VMS: 683/1000 | State: Attention Rising | Demand: 74 | Attention: 75
[JOB] Algorithmic Execution & Market Microstructure Analyst (Finance & Quant): Rank #29 -> #29 (+0) | VMS: 661/1000 | State: Demand Accelerating | Demand: 74 | Attention: 73
[JOB] Telehealth Remote Surgical Systems Engineer (Healthcare): Rank #31 -> #30 (+1) | VMS: 664/1000 | State: True Breakout | Demand: 73 | Attention: 70
[JOB] Autonomous Fleet Teleoperations Supervisor (Trades & Engineering): Rank #29 -> #31 (-2) | VMS: 648/1000 | State: Mainstream | Demand: 74 | Attention: 72
[JOB] AI-Powered SOC Incident Responder (Cyber & Security): Rank #29 -> #32 (-3) | VMS: 644/1000 | State: Established | Demand: 70 | Attention: 69
[JOB] Microgrid Battery Storage Integration Specialist (Green Energy): Rank #30 -> #33 (-3) | VMS: 645/1000 | State: Cooling | Demand: 71 | Attention: 68
[JOB] Crispr Gene Editing Clinical Coordinator (Biotech & Genomics): Rank #34 -> #34 (+0) | VMS: 632/1000 | State: ⚠️ Hype Gap | Demand: 73 | Attention: 66
[JOB] Embedded RISC-V Firmware Engineer (AI & Tech): Rank #38 -> #35 (+3) | VMS: 635/1000 | State: Emerging | Demand: 65 | Attention: 67
[JOB] Quantitative Crypto Derivatives Trader (Finance & Quant): Rank #39 -> #36 (+3) | VMS: 616/1000 | State: Attention Rising | Demand: 68 | Attention: 66
[JOB] Solar PV Farm SCADA Systems Specialist (Renewable Tech): Rank #38 -> #37 (+1) | VMS: 608/1000 | State: Demand Accelerating | Demand: 69 | Attention: 65
[JOB] AI Ethics & Algorithmic Bias Compliance Auditor (AI & Tech): Rank #40 -> #38 (+2) | VMS: 595/1000 | State: True Breakout | Demand: 69 | Attention: 64
[JOB] Radiology AI CAD Diagnostic Specialist (Healthcare): Rank #42 -> #39 (+3) | VMS: 608/1000 | State: Mainstream | Demand: 68 | Attention: 64
[JOB] Semiconductor Fabrication Lithography Technician (Trades & Engineering): Rank #41 -> #40 (+1) | VMS: 593/1000 | State: Established | Demand: 64 | Attention: 67
[JOB] Autonomous Drone Swarm Logistics Coordinator (Trades & Engineering): Rank #38 -> #41 (-3) | VMS: 592/1000 | State: Cooling | Demand: 62 | Attention: 66
[JOB] Cloud Cloud-Native Infrastructure Security Lead (Cyber & Security): Rank #40 -> #42 (-2) | VMS: 573/1000 | State: ⚠️ Hype Gap | Demand: 61 | Attention: 65
[JOB] Methane Emissions Satellite Telemetry Analyst (Green Energy): Rank #40 -> #43 (-3) | VMS: 571/1000 | State: Emerging | Demand: 65 | Attention: 62
[JOB] RNA Therapeutics Formulation Scientist (Biotech & Genomics): Rank #42 -> #44 (-2) | VMS: 567/1000 | State: Attention Rising | Demand: 61 | Attention: 61
[JOB] Tensor Processor Unit (TPU) Cluster Admin (AI & Tech): Rank #43 -> #45 (-2) | VMS: 555/1000 | State: Demand Accelerating | Demand: 57 | Attention: 58
[JOB] Private Equity AI Portfolio Automation Lead (Finance & Quant): Rank #49 -> #46 (+3) | VMS: 553/1000 | State: True Breakout | Demand: 62 | Attention: 61
[JOB] Cardiac Implant IoT Security Specialist (Healthcare): Rank #45 -> #47 (-2) | VMS: 539/1000 | State: Mainstream | Demand: 64 | Attention: 59
[JOB] Wave Energy Conversion Systems Engineer (Renewable Tech): Rank #51 -> #48 (+3) | VMS: 531/1000 | State: Established | Demand: 56 | Attention: 63
[JOB] NLP Multilingual Speech Model Developer (AI & Tech): Rank #46 -> #49 (-3) | VMS: 521/1000 | State: Cooling | Demand: 60 | Attention: 59
[JOB] Subsea Fiber Optic Cable Cable Technician (Trades & Engineering): Rank #52 -> #50 (+2) | VMS: 523/1000 | State: ⚠️ Hype Gap | Demand: 57 | Attention: 59
[JOB] Deepfake Forensics & Synthetic Media Analyst (Cyber & Security): Rank #47 -> #51 (-4) | VMS: 509/1000 | State: Emerging | Demand: 58 | Attention: 58
[JOB] Smart Grid Load Forecasting Data Scientist (Green Energy): Rank #48 -> #52 (-4) | VMS: 510/1000 | State: Attention Rising | Demand: 59 | Attention: 56
[JOB] Synthetic Biology Industrial Fermentation Chemist (Biotech & Genomics): Rank #54 -> #53 (+1) | VMS: 502/1000 | State: Demand Accelerating | Demand: 54 | Attention: 56
[JOB] Computer Vision Industrial QA Inspection Dev (AI & Tech): Rank #55 -> #54 (+1) | VMS: 499/1000 | State: True Breakout | Demand: 58 | Attention: 55
[JOB] Fixed Income Automated Trading Lead (Finance & Quant): Rank #54 -> #55 (-1) | VMS: 491/1000 | State: Mainstream | Demand: 53 | Attention: 54
[JOB] Robotic Exoskeleton Physical Therapist (Healthcare): Rank #52 -> #56 (-4) | VMS: 479/1000 | State: Established | Demand: 57 | Attention: 54
[JOB] Perovksite Solar Cell Materials Researcher (Renewable Tech): Rank #57 -> #57 (+0) | VMS: 468/1000 | State: Cooling | Demand: 54 | Attention: 54
[JOB] Vector Database Architect (Milvus / Pinecone) (AI & Tech): Rank #55 -> #58 (-3) | VMS: 452/1000 | State: ⚠️ Hype Gap | Demand: 53 | Attention: 53
[JOB] HVDC Underground Transmission Cable Splicer (Trades & Engineering): Rank #60 -> #59 (+1) | VMS: 454/1000 | State: Emerging | Demand: 49 | Attention: 49
[JOB] Penetration Tester AI Red Teamer (Cyber & Security): Rank #61 -> #60 (+1) | VMS: 450/1000 | State: Attention Rising | Demand: 46 | Attention: 50
[JOB] Bio-Char Carbon Sequestration Operator (Green Energy): Rank #64 -> #61 (+3) | VMS: 439/1000 | State: Demand Accelerating | Demand: 51 | Attention: 50
[JOB] Organoid Culturing Bioprocess Technician (Biotech & Genomics): Rank #65 -> #62 (+3) | VMS: 428/1000 | State: True Breakout | Demand: 47 | Attention: 46
[JOB] Federated Edge Learning AI Architect (AI & Tech): Rank #59 -> #63 (-4) | VMS: 434/1000 | State: Mainstream | Demand: 51 | Attention: 47
[JOB] Commodities Algorithmic Arbitrage Strategist (Finance & Quant): Rank #60 -> #64 (-4) | VMS: 409/1000 | State: Established | Demand: 45 | Attention: 50
[JOB] Precision Agricultural Drone Operator (Trades & Engineering): Rank #63 -> #65 (-2) | VMS: 413/1000 | State: Cooling | Demand: 48 | Attention: 48
[JOB] Wearable Biosensor Health Data Engineer (Healthcare): Rank #69 -> #66 (+3) | VMS: 399/1000 | State: ⚠️ Hype Gap | Demand: 50 | Attention: 47
[JOB] Solid-State Battery Electrolyte Chemist (Renewable Tech): Rank #68 -> #67 (+1) | VMS: 392/1000 | State: Emerging | Demand: 46 | Attention: 45
[JOB] Automated Code Translation LLM Engineer (AI & Tech): Rank #70 -> #68 (+2) | VMS: 382/1000 | State: Attention Rising | Demand: 44 | Attention: 47
[JOB] Satellite Constellation Orbital Mechanic (Trades & Engineering): Rank #67 -> #69 (-2) | VMS: 377/1000 | State: Demand Accelerating | Demand: 42 | Attention: 47
[JOB] Threat Intelligence OSINT AI Analyst (Cyber & Security): Rank #66 -> #70 (-4) | VMS: 381/1000 | State: True Breakout | Demand: 45 | Attention: 42
[JOB] Hydropower Dam Sensor Automation Technician (Green Energy): Rank #75 -> #71 (+4) | VMS: 369/1000 | State: Mainstream | Demand: 41 | Attention: 40
[JOB] Microbiome Diagnostics Data Analyst (Biotech & Genomics): Rank #73 -> #72 (+1) | VMS: 359/1000 | State: Established | Demand: 42 | Attention: 40
[JOB] Multimodal AI Vision-Language Specialist (AI & Tech): Rank #73 -> #73 (+0) | VMS: 351/1000 | State: Cooling | Demand: 40 | Attention: 41
[JOB] Credit Risk Machine Learning Modeler (Finance & Quant): Rank #71 -> #74 (-3) | VMS: 342/1000 | State: ⚠️ Hype Gap | Demand: 37 | Attention: 39
[JOB] Surgical Robot Kinematics Engineer (Healthcare): Rank #74 -> #75 (-1) | VMS: 334/1000 | State: Emerging | Demand: 38 | Attention: 42
[JOB] Biomass Gasification Energy Plant Operator (Renewable Tech): Rank #73 -> #76 (-3) | VMS: 341/1000 | State: Attention Rising | Demand: 33 | Attention: 37
[JOB] Retrieval Augmented Generation (RAG) Specialist (AI & Tech): Rank #73 -> #77 (-4) | VMS: 323/1000 | State: Demand Accelerating | Demand: 36 | Attention: 35
[JOB] Industrial Heat Pump HVAC Systems Architect (Trades & Engineering): Rank #82 -> #78 (+4) | VMS: 320/1000 | State: True Breakout | Demand: 36 | Attention: 39
[JOB] Cloud DLP & Privacy Engineering Lead (Cyber & Security): Rank #80 -> #79 (+1) | VMS: 308/1000 | State: Mainstream | Demand: 34 | Attention: 35
[JOB] Agri-Tech Controlled Environment Hydroponicist (Green Energy): Rank #83 -> #80 (+3) | VMS: 302/1000 | State: Established | Demand: 35 | Attention: 39
[JOB] Proteomics Mass Spectrometry Analyst (Biotech & Genomics): Rank #83 -> #81 (+2) | VMS: 298/1000 | State: Cooling | Demand: 37 | Attention: 38
[JOB] Autonomous Driving Radar/Lidar Sensor Fusion Lead (AI & Tech): Rank #85 -> #82 (+3) | VMS: 292/1000 | State: ⚠️ Hype Gap | Demand: 35 | Attention: 38
[JOB] Insurance Climate Catastrophe Modeler (Finance & Quant): Rank #86 -> #83 (+3) | VMS: 287/1000 | State: Emerging | Demand: 35 | Attention: 34
[JOB] Prosthetic Neural Interface Rehabilitation Lead (Healthcare): Rank #80 -> #84 (-4) | VMS: 279/1000 | State: Attention Rising | Demand: 34 | Attention: 34
[JOB] Thermal Energy Storage Salt Vault Operator (Renewable Tech): Rank #88 -> #85 (+3) | VMS: 272/1000 | State: Demand Accelerating | Demand: 30 | Attention: 35
[JOB] Voice AI Conversational Flow Architect (AI & Tech): Rank #83 -> #86 (-3) | VMS: 257/1000 | State: True Breakout | Demand: 32 | Attention: 33
[JOB] EV Ultra-Fast Charging Station Electrician (Trades & Engineering): Rank #89 -> #87 (+2) | VMS: 257/1000 | State: Mainstream | Demand: 28 | Attention: 33
[JOB] Kubernetes Multi-Cloud SecOps Specialist (Cyber & Security): Rank #84 -> #88 (-4) | VMS: 251/1000 | State: Established | Demand: 28 | Attention: 31
[JOB] Ocean Acidification Carbon Sensor Specialist (Green Energy): Rank #88 -> #89 (-1) | VMS: 243/1000 | State: Cooling | Demand: 30 | Attention: 31
[JOB] AAV Gene Vector Purification Technician (Biotech & Genomics): Rank #93 -> #90 (+3) | VMS: 234/1000 | State: ⚠️ Hype Gap | Demand: 27 | Attention: 30
[JOB] AI Model Distillation & Compression Dev (AI & Tech): Rank #90 -> #91 (-1) | VMS: 224/1000 | State: Emerging | Demand: 29 | Attention: 28
[JOB] High Yield Debt Automated Screening Analyst (Finance & Quant): Rank #94 -> #92 (+2) | VMS: 215/1000 | State: Attention Rising | Demand: 30 | Attention: 30
[JOB] Genomic Informatics Pipeline Developer (Healthcare): Rank #92 -> #93 (-1) | VMS: 202/1000 | State: Demand Accelerating | Demand: 24 | Attention: 26
[JOB] Tidal Energy Generator Mechanical Specialist (Renewable Tech): Rank #95 -> #94 (+1) | VMS: 208/1000 | State: True Breakout | Demand: 22 | Attention: 25
[JOB] Synthetic Agent Behavior Simulator (AI & Tech): Rank #94 -> #95 (-1) | VMS: 203/1000 | State: Mainstream | Demand: 24 | Attention: 27
[JOB] High-Purity Hydrogen Pipeline Technician (Trades & Engineering): Rank #99 -> #96 (+3) | VMS: 184/1000 | State: Established | Demand: 24 | Attention: 26
[JOB] Zero-Knowledge Proof Crypto Engineer (Cyber & Security): Rank #99 -> #97 (+2) | VMS: 175/1000 | State: Cooling | Demand: 20 | Attention: 23
[JOB] Passive House Building Envelope Inspector (Green Energy): Rank #95 -> #98 (-3) | VMS: 177/1000 | State: ⚠️ Hype Gap | Demand: 19 | Attention: 23
[JOB] DNA Data Storage Synthesis Chemist (Biotech & Genomics): Rank #100 -> #99 (+1) | VMS: 168/1000 | State: Emerging | Demand: 19 | Attention: 25
[JOB] Human-in-the-Loop AI Feedback Coordinator (AI & Tech): Rank #98 -> #100 (-2) | VMS: 159/1000 | State: Attention Rising | Demand: 22 | Attention: 26