# Londoners in work, by occupation

> The one-digit SOC profile of employed London residents.

- Category: People
- Cadence: quarterly
- Status: Published on a quarterly cadence.
- Dataset key: `londoners-by-occupation`
- Source: [Nomis / Office for National Statistics](https://www.nomisweb.co.uk/datasets/apsnew)
- Licence: Open Government Licence v3.0 — [terms](https://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/)
- Canonical page: [https://londongraph.com/g/londoners-by-occupation](https://londongraph.com/g/londoners-by-occupation)
- Machine-readable record: [https://londongraph.com/data/londoners-by-occupation](https://londongraph.com/data/londoners-by-occupation)

## Methodology

Resident-based APS employment by one-digit Standard Occupational Classification. Small survey estimates carry their published confidence and reliability flags.

## Visualisations

- [Composition](https://londongraph.com/g/londoners-by-occupation): The one-digit SOC profile of employed London residents.
- [Ordered shares](https://londongraph.com/g/londoners-by-occupation?view=ordered-share): Compare every part on one common 0–100 scale.

## Citation guidance

Attribute the original publisher named above and identify LondonGraph as the visualisation and methodology layer. Do not describe live values as a historical census, and do not present placeholder values as observations.