Headline risk
23%
Moderate RiskE-Commerce Seller
This page reuses the same role shell as Singapore, but the component occupations are mapped onto the United States layer so the score, context, and support bundle reflect US public evidence.
Why this score
81% of tasks overlap with current AI
61% human advantage from judgment & presence
62% demand buffer from the local labour market
These factors combine multiplicatively — larger bars do not mean proportionally larger contributions to the final score.
Weighted overlap across component occupations
Human coordination and physical presence protection
Blended local-market buffer for this role
Component coverage and mapping quality
Workflow profile
Heuristic workflow context blended from the role mix. This explains the score; it is not used as a direct local-market forecast.
Workflow dimensions (0 = low, 1 = high)
United States support
Evidence bundle
Weighted task overlap from O*NET statements and Anthropic penetration
Median annual wage from BLS OEWS
Employment projections and openings from BLS
Preparation and entry requirements from O*NET and BLS
Support snapshot
Job zone
n/aNo preparation summary published.
Median wage
USD 74,960USD 51,860 to USD 90,600
Openings
2.1K1.6% projected change
Median age
46.8288K employed
Occupation profile
All protective service supervisors not listed separately above.
No job zone published.
Task primitives
Task primitive coverage is not published for this occupation.
Wage context
Median annual
USD 74,960
Mean annual
USD 73,320
Hourly median: USD 36
Employment: 20,460 workers
10th percentile: USD 40,750
90th percentile: USD 102,360
Demand outlook
2024 employment
21.5K
2034 employment
21.8K
Openings: 2.1K
Projected change: 1.6%
Education: High school diploma or equivalent
Work experience: —
On-the-job training: —
Median wage in projections: USD 74,960
Requirements and friction
Telework: <0.5% · Telework: >99.5% · Credentials: 66.0%
Narrative and skills
All protective service supervisors not listed separately above.
Tasks and tools
No task context published.
Work context
No work-context data published.
Worker profile
Median age: 46.8
Total employed: 288K · Under 25: 3% · 25 to 54: 70% · 55+: 27%
Support note
Built from O*NET occupation descriptions, task statements, technology skills, work context, Job Zones, Anthropic task penetration, BLS OEWS wages, BLS projection tables, BLS ORS requirements, BLS OOH narrative content, BLS skills data, and BLS CPS occupation age tables.
Source vintage
O*NET 30.2 / OEWS 2024 / ORS 2025 / OOH 2025-08-28 / Projections 2024-34 / CPS 2025 / Anthropic task penetration
Component occupations
First-line supervisors of protective service workers, all other
33-1099 · 40% weight
Online sales channel executive
Support bundle: published
Public relations specialists
27-3031 · 30% weight
Digital marketing professional
Support bundle: Moderate preparation
Transportation, storage, and distribution managers
11-3071 · 30% weight
Supply and distribution/Logistics manager
Support bundle: Moderate preparation
Methodology
Shared spine
structural_pressure = exposure × (1 - bottleneck)
Country layer
headline_risk = structural_pressure × (1 - country_demand_resilience)
Published limitations
This is a synthetic role view built from mapped occupations. It reuses the same shell and visual components as the Singapore role pages, but only the US sources that actually exist are rendered here.