Market Velocity Index: A Composite Labor Demand Signal for the 2026 Economy
The Core Thesis: Job market “growth” data in isolation is dangerously incomplete. A role can show positive 10-year BLS projections while being quietly hollowed out by AI substitution. The Market Velocity Index addresses this by combining four independent vectors — automation resilience, BLS growth, megatrend tailwinds, and skill adaptability — into a single forward-looking demand signal that reflects structural job quality, not just headcount.
The Methodology: MVI is a proprietary composite drawing from four independent data sources. The primary and dominant signal is the JobPolaris AI Resistance Score — measuring how structurally defensible a role is against LLM and automation substitution using the 3-Moat Framework. This is combined with normalized U.S. Bureau of Labor Statistics employment projections (2024–2034), with additional weight given to O*NET Bright Outlook designations for rapidly expanding roles. A third dimension scores megatrend alignment — structural exposure to the two dominant 2026 demand tailwinds: demographic aging in healthcare and the green energy transition. A final dimension captures cognitive adaptability from O*NET work style data. The precise component weightings are proprietary; the formula was calibrated against WEF Future of Jobs 2025 and McKinsey Global Institute 2026 labor research.
The Anti-Test Insight: Career assessments score your traits — they cannot tell you which labor markets are structurally expanding. Conversely, job market reports cite raw BLS projections without accounting for the fact that many of the “fastest growing” roles on that list are also the most AI-exposed. MVI fuses both lenses: it rewards roles that are simultaneously growing in headcount and defensible against automation, while penalizing roles where projected growth is undermined by a weak AI moat.
How to Read the Score: Scores run 0–100. Hyper-Growth (≥80) indicates roles with simultaneous strong AI resistance, above-average BLS projections, and positive megatrend alignment — the rarest and most durable career positions. Strong Momentum (65–79) signals above-average demand across most vectors. Steady Demand (50–64) reflects stable, established roles with moderate growth. Stable (35–49) indicates mature fields with limited expansion. Headwinds (<35) signals roles facing secular decline or high automation pressure.