EXPOSURE TO AI
44%
MODERATE
OBSERVED IN REAL USE · Anthropic 2026
17%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
A co-pilot is coming for the busywork, not the wheel.
44% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. In the blast radius. A real slice of the work is already automatable. The rest isn’t.
WHAT AI CAN ALREADY DO
- Prepare detailed budgets and financial reports for properties
- Direct collection of monthly assessments, rental fees, and deposits and payment of insurance premiums, mortgage, taxes, and incurred operating expenses
- Meet with clients to negotiate management and service contracts, determine priorities, and discuss the financial and operational status of properties
- Prepare and administer contracts for provision of property services, such as cleaning, maintenance, and security services
- Market vacant space to prospective tenants through leasing agents, advertising, or other methods
WHAT IT STILL CAN’T
- Meet with boards of directors and committees to discuss and resolve legal and environmental issues or disputes between neighbors
- Clean common areas, change light bulbs, and make minor property repairs
- Confer regularly with community association members to ensure their needs are being met
- Meet with prospective tenants to show properties, explain terms of occupancy, and provide information about local areas
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 44% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16