# Task Exposure Index: markdown views for agents

Release v2026.Q3. Capability reference date 2026-09-15. 923 US occupations scored task by task. CC BY 4.0.

Any occupation reads as markdown at https://taskexposure.org/md/{slug}, for example https://taskexposure.org/md/paralegals-and-legal-assistants.

- Tools and schemas: https://taskexposure.org/agents
- MCP endpoint: https://taskexposure.org/mcp
- JSON API: https://taskexposure.org/api
- Whole index in one file: https://taskexposure.org/data/occupations.json

## Ten most exposed

- [Telemarketers](https://taskexposure.org/md/telemarketers): 73.3 per cent exposed
- [Desktop Publishers](https://taskexposure.org/md/desktop-publishers): 72.9 per cent exposed
- [Business Intelligence Analysts](https://taskexposure.org/md/business-intelligence-analysts): 72.0 per cent exposed
- [Statistical Assistants](https://taskexposure.org/md/statistical-assistants): 71.0 per cent exposed
- [Proofreaders and Copy Markers](https://taskexposure.org/md/proofreaders-and-copy-markers): 70.2 per cent exposed
- [Geographic Information Systems Technologists and Technicians](https://taskexposure.org/md/geographic-information-systems-technologists-and-technicians): 69.3 per cent exposed
- [Data Scientists](https://taskexposure.org/md/data-scientists): 69.1 per cent exposed
- [Technical Writers](https://taskexposure.org/md/technical-writers): 68.9 per cent exposed
- [Insurance Claims and Policy Processing Clerks](https://taskexposure.org/md/insurance-claims-and-policy-processing-clerks): 68.6 per cent exposed
- [Document Management Specialists](https://taskexposure.org/md/document-management-specialists): 67.2 per cent exposed

## Ten least exposed

- [Dishwashers](https://taskexposure.org/md/dishwashers): 0.0 per cent exposed
- [Stonemasons](https://taskexposure.org/md/stonemasons): 0.0 per cent exposed
- [Plasterers and Stucco Masons](https://taskexposure.org/md/plasterers-and-stucco-masons): 0.0 per cent exposed
- [Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons](https://taskexposure.org/md/helpers-painters-paperhangers-plasterers-and-stucco-masons): 0.0 per cent exposed
- [Refractory Materials Repairers, Except Brickmasons](https://taskexposure.org/md/refractory-materials-repairers-except-brickmasons): 0.0 per cent exposed
- [Slaughterers and Meat Packers](https://taskexposure.org/md/slaughterers-and-meat-packers): 0.0 per cent exposed
- [Roustabouts, Oil and Gas](https://taskexposure.org/md/roustabouts-oil-and-gas): 0.5 per cent exposed
- [Meat, Poultry, and Fish Cutters and Trimmers](https://taskexposure.org/md/meat-poultry-and-fish-cutters-and-trimmers): 0.8 per cent exposed
- [Cement Masons and Concrete Finishers](https://taskexposure.org/md/cement-masons-and-concrete-finishers): 0.8 per cent exposed
- [Rail-Track Laying and Maintenance Equipment Operators](https://taskexposure.org/md/rail-track-laying-and-maintenance-equipment-operators): 1.0 per cent exposed

Exposure is not displacement. It measures what current systems can produce and what stands in the way, not what an employer will do.