Dataset

Observation window

The period these figures cover, and therefore which class of claim they can support.

1 row in release 2026-08-07.11.

  • Figures describe an observed sample of open postings, not the whole job market.
  • Permitted claim class for this release: SNAPSHOT_ONLY.

Columns

earliest_observation_at
Start of the period these figures cover.
latest_observation_at
End of the period these figures cover.
cohort_history_days
Days of continuously comparable history behind these figures. Deliberately the shortest such run rather than the longest, so a series cannot appear to grow because coverage grew.
permitted_claim_class
The strongest kind of statement the data supports: SNAPSHOT_ONLY, MOVEMENT, YEAR_OVER_YEAR, or SEASONALITY. NOTHING_PUBLISHABLE means nothing has met the bar yet.
claim_class_explanation
The same rule stated for a reader.
computed_at
When this row was calculated, which is the release build time rather than when the underlying postings were observed. For the period observed, see earliest_observation_at and latest_observation_at in the observation window dataset.

Cite this

Analytics Engineering Observatory, release 2026-08-07.11 (August 7, 2026). https://www.analyticsengineering.com/market/data/observation-window

Release 2026-08-07.11, published August 7, 2026. Newest observation August 7, 2026.

Figures are pinned to this release, so the numbers on this page match the downloadable dataset exactly. Both change only when a new release is promoted.