White-Collar Labor
Indicator Study | Emerging | As of 2026-10-30 | Freshness 9d
White-Collar Labor is 'emerging' with a composite score of 46.0. The hottest components are Claims spillover 47.9, Hiring deterioration 46.9.
Component Scores
| Component | Score |
|---|---|
| Hiring deterioration | 46.93 |
| Hours softening | 40.43 |
| Claims spillover | 47.89 |
Current Drivers
| Driver | Component | Score | Raw | Transformed |
|---|---|---|---|---|
| Professional and business services job openings | Hiring deterioration | 51.69 | 1186.00 | 6.47 |
| Initial unemployment claims | Claims spillover | 49.32 | 194000.00 | -12.22 |
| Professional and business services hires | Hiring deterioration | 49.24 | 4.20 | 4.55 |
| Continuing unemployment claims | Claims spillover | 46.45 | 1701000.00 | -13.30 |
| Average weekly hours in professional and business services | Hours softening | 40.43 | 36.70 | -0.27 |
| Temporary-help employment | Hiring deterioration | 39.86 | 2486.80 | -1.43 |
Metrics
| Metric | Value |
|---|---|
| Score | 45.96 |
| Freshness Days | 9 |
| Panel As Of Date | 2026-10-30 |
| Source As Of Date | 2026-10-24 |
Charts
Component contribution bars
Higher scores indicate more replacement pressure or fragility for this study.
Normalized history panel
All lines are scored on the same 0-100 scale using trailing z-scores on a weekly Friday panel.
Notes
- Higher scores mean white-collar labor conditions look softer and more replacement-prone.
- Claims are weekly; payroll and JOLTS series are forward-filled to the weekly panel rather than upsampled with interpolation.
- Mechanism note: Replacement pressure shows up first through slower hiring, weaker hours, and then broader claims spillover rather than immediate mass unemployment.
- Freshness: the stalest source series in this study is 9 day(s) old.
Commentary
White-Collar Labor is 'emerging' with a composite score of 46.0. The hottest components are Claims spillover 47.9, Hiring deterioration 46.9.
Deterministic fallback commentary (AI unavailable): - score: 45.9642 - freshness_days: 9 - panel_as_of_date: 2026-10-30 - source_as_of_date: 2026-10-24 Caveat: This summary is template-based and may miss contextual drivers outside these indicators.