thesisPrototype

Government data

Australia employment change, June 2026

What will the ABS first report for the June 2026 month-over-month change in employed people, seasonally adjusted, Australia?

Forecast

18k
-22k–58k
80% prediction interval
gpt-5.6-solRun record ↗

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%-83k18k119kForecast value

Shaded band: 80% interval (-22k–58k). Dashed line: point estimate (18k).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Observed outcomeoutside 80% interval
actual
76k
forecast
18k with 80% interval [-22k, 58k]
error
+58k · absolute 58k
cdf score
CRPS 39.8 · PIT 0.93
source
abs Labour Force, Australia (dataflow LF: employed persons, seasonally adjusted, Australia; month-over-month change)

First print for 2026-06 captured from https://data.api.abs.gov.au/rest/data/LF/M3.3.1599.20.AUS.M?lastNObservations=30&format=jsondata on the official release date named by the cell's resolver.

Analysis

§Australia June 2026 seasonally adjusted employment change

The target is the first June 2026 print for ABS series LF/M3.3.1599.20.AUS.M, employed persons in Australia, seasonally adjusted, month-over-month change in thousands. It is not trend or original employment, and later revisions do not replace the first print.

▸ Reported tool use: official.lookupmodel report
Inspect the ABS Labour Force, Australia May 2026 release and its seasonally adjusted employment table.
↳ ABS reported May 2026 employed people at 14,738.8 thousand, up 40.3 thousand from April; the corresponding trend level was 14,753.7 thousand, up 20.2 thousand.
▸ Reported tool use: official.lookupmodel report
Fetch recent seasonally adjusted employed-person levels from the ABS Labour Force release table and calculate monthly changes.
↳ The latest 12 monthly changes from June 2025 through May 2026 were -10.5, 32.3, -13.2, 9.8, 33.8, -38.7, 57.2, 34.7, 22.9, 19.4, -40.7, and 40.3 thousand; their mean was 12.3 thousand.
▸ Reported tool use: official.lookupmodel report
Verify the June 2026 Labour Force publication date on the official ABS future-release calendar.
↳ The ABS calendar schedules Labour Force, Australia for Thursday 23 July 2026 at 11:30am AEST, with reference period June 2026.
▸ Reported tool use: official.lookupmodel report
Inspect the latest official ABS Job Vacancies release for labour-demand context.
↳ Seasonally adjusted job vacancies were 329.5 thousand in May 2026, down 2.1% or 7.1 thousand from February and 30.3% below the May 2022 peak.

The outside-view base rate is the 12-month mean employment change of 12.3 thousand. Momentum is mildly stronger: the latest trend increase was 20.2 thousand and four of the latest five seasonally adjusted changes were positive. Against that, falling vacancies argue against extrapolating May's 40.3 thousand gain.

Level, momentum, one-off, and policy mechanisms point in different directions: the employment level remains high; recent momentum is positive; monthly Labour Force sampling and the survey-system transition can create one-off volatility; and softer labour demand should restrain underlying hiring. I therefore adjust the 12.3-thousand prior upward by 8 thousand for trend and momentum, then apply a judgmental downward adjustment of about 2 thousand for weaker vacancies, yielding 18 thousand.

Prior/update/interval: the persistence model uses the mean of the 12 fetched June 2025-May 2026 seasonally adjusted employment changes as the prior (12.3 thousand), with +8 thousand for recent positive momentum and the 20.2-thousand trend gain, and a judgmental -2.3 thousand for weaker vacancies, giving 18.0 thousand. For this change/flow series, the interval method uses those same 12 monthly change values: sample sigma = 31.5 thousand. The normal 80% half-width is 1.28*sigma = 1.28*31.5 = 40.3 thousand, so the final implied bounds are 18.0-40.3 = -22.3 and 18.0+40.3 = 58.3 thousand.

Upside risk comes from another strong participation-supported hiring month or a favourable rotation-group draw and would land above the interval if employment rises by more than 58.3 thousand. Downside risk comes from sharper labour-demand weakening or adverse survey volatility and would land below the interval if employment falls by more than 22.3 thousand.

Review disposition: Accepted both optional clarifications by stating that sigma uses the same 12-month sample and that the vacancy adjustment is judgmental; no required fixes were identified.

Key drivers

  • Recent employment momentum remains positive
  • Vacancies declined 2.1% over three months
  • Survey modernisation raises sampling uncertainty
  • Underlying trend employment growth is near 20 thousand

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
Australian Bureau of Statistics Labour Force, Australia release
Resolved
July 25, 2026
Resolution rule
Resolve to the first value published by the Australian Bureau of Statistics for June 2026 in series LF/M3.3.1599.20.AUS.M: employed persons, seasonally adjusted, Australia, month-over-month change, in thousands. Use the first-print value as published, including its published precision; ignore all later revisions or corrections.
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.6-sol · fast · v2.2.0

pre-submit review · completed

The draft is publication-ready against the rubric, with resolver, prior, update, interval, tails, and JSON fields coherent for the registered target.

  • info optional_suggestion: Consider stating explicitly that the 31.5 thousand sigma is computed from the same 12 monthly changes listed in the prior sample.
  • info optional_suggestion: The vacancy adjustment would be slightly clearer if tied to a rough historical elasticity or described as judgmental.

disposition not applicable: Review disposition: Accepted both optional clarifications by stating that sigma uses the same 12-month sample and that the vacancy adjustment is judgmental; no required fixes were identified.

disposition not applicable: Review disposition: Accepted both optional clarifications by stating that sigma uses the same 12-month sample and that the vacancy adjustment is judgmental; no required fixes were identified.

Activity artifacts

Complete original trace

§Australia June 2026 seasonally adjusted employment change

The target is the first June 2026 print for ABS series LF/M3.3.1599.20.AUS.M, employed persons in Australia, seasonally adjusted, month-over-month change in thousands. It is not trend or original employment, and later revisions do not replace the first print.

▸ Reported tool use: official.lookupmodel report
Inspect the ABS Labour Force, Australia May 2026 release and its seasonally adjusted employment table.
↳ ABS reported May 2026 employed people at 14,738.8 thousand, up 40.3 thousand from April; the corresponding trend level was 14,753.7 thousand, up 20.2 thousand.
▸ Reported tool use: official.lookupmodel report
Fetch recent seasonally adjusted employed-person levels from the ABS Labour Force release table and calculate monthly changes.
↳ The latest 12 monthly changes from June 2025 through May 2026 were -10.5, 32.3, -13.2, 9.8, 33.8, -38.7, 57.2, 34.7, 22.9, 19.4, -40.7, and 40.3 thousand; their mean was 12.3 thousand.
▸ Reported tool use: official.lookupmodel report
Verify the June 2026 Labour Force publication date on the official ABS future-release calendar.
↳ The ABS calendar schedules Labour Force, Australia for Thursday 23 July 2026 at 11:30am AEST, with reference period June 2026.
▸ Reported tool use: official.lookupmodel report
Inspect the latest official ABS Job Vacancies release for labour-demand context.
↳ Seasonally adjusted job vacancies were 329.5 thousand in May 2026, down 2.1% or 7.1 thousand from February and 30.3% below the May 2022 peak.

The outside-view base rate is the 12-month mean employment change of 12.3 thousand. Momentum is mildly stronger: the latest trend increase was 20.2 thousand and four of the latest five seasonally adjusted changes were positive. Against that, falling vacancies argue against extrapolating May's 40.3 thousand gain.

Level, momentum, one-off, and policy mechanisms point in different directions: the employment level remains high; recent momentum is positive; monthly Labour Force sampling and the survey-system transition can create one-off volatility; and softer labour demand should restrain underlying hiring. I therefore adjust the 12.3-thousand prior upward by 8 thousand for trend and momentum, then apply a judgmental downward adjustment of about 2 thousand for weaker vacancies, yielding 18 thousand.

Prior/update/interval: the persistence model uses the mean of the 12 fetched June 2025-May 2026 seasonally adjusted employment changes as the prior (12.3 thousand), with +8 thousand for recent positive momentum and the 20.2-thousand trend gain, and a judgmental -2.3 thousand for weaker vacancies, giving 18.0 thousand. For this change/flow series, the interval method uses those same 12 monthly change values: sample sigma = 31.5 thousand. The normal 80% half-width is 1.28*sigma = 1.28*31.5 = 40.3 thousand, so the final implied bounds are 18.0-40.3 = -22.3 and 18.0+40.3 = 58.3 thousand.

Upside risk comes from another strong participation-supported hiring month or a favourable rotation-group draw and would land above the interval if employment rises by more than 58.3 thousand. Downside risk comes from sharper labour-demand weakening or adverse survey volatility and would land below the interval if employment falls by more than 22.3 thousand.

Review disposition: Accepted both optional clarifications by stating that sigma uses the same 12-month sample and that the vacancy adjustment is judgmental; no required fixes were identified.

calibrated forecast · 80% CI
18k[-22k · 58k]
Target metadata

Data point: abs.labour.employment_change.australia.june_2026.first_print

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