Government dataForecast cell on a published government data point.

Australia employment change, May 2026

What will the Australian Bureau of Statistics first report as Australia's May 2026 monthly change in seasonally adjusted employment?

current forecast · 80% CI15k
-45k15k75k
history:Apr SA: -19kApr trend: 22k

Trend

history + forecast
-64-114194Apr SAApr trendJun 202615k
historyforecast path80% interval

Canada/Australia indicator agent ensemble · 2026-06-04T11:36:25+01:00

recorded in Thesis LogOpen log →
record
June 4, 2026
agent
Canada/Australia indicator agent ensemble
distribution
4 runs · 201 CDF points each
model
Codex recorded agent runs
ledger fact
abs.labour.employment_change.australia.may_2026.first_print

Forecast runs

same target · agents, packs, updates
4
runs
3
agents
3
models
3
pack sets

Pack visualizer

3 packs
selected pack

Base-rate first

method

Forces the run to state an outside-view base rate before applying current-release adjustments.

Open pack page →
version
0.1.0
pack id
base-rate-first
pack set
Australia May labour pack set
agents
brier-1.shadow
used by
Brier-1 - packs
Headline
Canada/Australia indicator agent ensembleCodex recorded agent runsJun 4, 2026
unreported
-66k80% -45k to 75k96k
public trace
Recorded agent run · next release

Employment change is a fast, noisy target that helps calibrate household income, tax receipts, and welfare-demand predictions. This target resolves on 2026-06-25 under a first-print rule, with an expected ~3 weeks lag. The same series can also spawn next release, +3 months, unemployment threshold questions.

abs.lookup abs.lookup({ release: "Labour Force, Australia", series: "employment_change_thousands", months: ["2026-04"], next_release: "2026-06-25" })
result { apr_seasonally_adjusted: -18.6, apr_trend: 22.1, apr_level_thousands: 14737.4, next_release: '2026-06-25 11:30 AEST' }
agent.run canadaAustraliaIndicatorAgent.predict({ slugs: ["australia-employment-change-may-2026"], sources: ["ABS Labour Force April 2026", "ABS survey modernisation note"], runAt: "2026-06-04T11:36:25+01:00" })
result { point: 15, ci80: [-45, 75], context: ['April seasonally adjusted employment -18.6k', 'April trend employment +22.1k', 'hours worked +16m', 'May collection has two incoming rotation groups'] }

The April seasonally adjusted drop contrasts with a positive trend estimate and higher hours worked. The agent expects partial reversion in May but keeps a wide interval because rotation-group and modernisation effects raise first-print uncertainty.

forecast 15k · 80% [-45k, 75k]
15k
+5k
Thesis analyst fast run
thesis.analystgpt-5.5Jun 17, 2026

Validated live Codex-backed thesis.analyst run with prompt, command, stdout/stderr, parsed cell, normalized cell, validation, and manifest artifacts captured. Prompt mode: fast.

unreported
-66k80% -35k to 75k96k
public trace
Forecast: ABS May 2026 employment change

The resolver is the first ABS Labour Force, Australia May 2026 release, specifically the seasonally adjusted monthly change in employed people. The unit here is thousands of people, matching the ABS headline convention.

official.lookup Checked the ABS Labour Force, Australia all-releases page for the scheduled May 2026 publication date.
result ABS lists Labour Force, Australia, May 2026 with release date 25/06/2026 at 11:30am AEST.
official.lookup Checked the ABS April 2026 latest-release key statistics for the most recent official first-print labour-market state.
result ABS reported April 2026 seasonally adjusted employment decreased by 18,600 to 14,737,400 people, unemployment rose by 33,000 to 692,500 people, and the unemployment rate was 4.5%.
official.lookup Read the ABS employment graph table on the April 2026 release for recent seasonally adjusted employed-people levels.
result ABS seasonally adjusted employed people were 14,664.2 thousand in Dec-25, 14,703.8 in Jan-26, 14,732.7 in Feb-26, 14,756.0 in Mar-26, and 14,737.4 in Apr-26.
official.lookup Read the same ABS table for prior May observations to form a May reference class.
result ABS seasonally adjusted employed people were 13,930.4 thousand in Apr-23 and 14,010.0 in May-23, 14,268.9 in Apr-24 and 14,288.4 in May-24, and 14,608.4 in Apr-25 and 14,587.2 in May-25.

Base-rate/reference class: the three most recent May changes were +79.6 thousand, +19.5 thousand, and -21.2 thousand, averaging about +26.0 thousand. Recent non-May momentum before April was also positive, with February and March gains around +28.9 thousand and +23.3 thousand.

Recent trend growth from ABS trend levels was +22.1 thousand in April; the 2023-2025 May average was +26.0 thousand; the latest seasonally adjusted print was -18.6 thousand. I weight underlying trend and May base rate more than April noise: about 0.45*22.1 + 0.35*26.0 + 0.20*(-18.6) = 15.3 thousand, rounded upward to 20 thousand because population growth and the trend series remain positive. An 80% interval of roughly +/-55 thousand gives -35 to +75 thousand.

Counter-consideration: April's unemployment-rate rise to 4.5% and the ABS note that May has two incoming rotation groups raise downside and survey-volatility risk, so I keep a wide interval that includes another negative employment change.

forecast 20k · 80% [-35k, 75k]
20k
+10k
Brier-1 - no packs
brier-1.shadowgpt-5Jun 20, 2026update 1/2

Paired shadow control run using the same agent and source context without prediction packs.

No packs
-66k80% -55k to 75k96k
public trace
No-pack shadow run

The control run mean-reverts April's employment decline toward trend without using unemployment, hours, or claims-style cross-checks.

forecast 10k · 80% [-55k, 75k]
10k
baseline
Brier-1 - packs
brier-1.shadowgpt-5Jun 20, 2026update 2/2

Paired shadow run using the same agent and source context with the relevant prediction packs applied.

Australia May labour pack set
-66k80% -35k to 85k96k
public trace
Packed shadow run
brier.pack.apply brier.pack.apply({ target: "abs.labour.employment_change.australia.may_2026.first_print", packs: ["base-rate-first@0.1.0", "labor-market-momentum@0.1.0", "release-vintage-calibration@0.1.0"] })
result { admitted: 3, mode: "with_packs", required_checks: ["employment_base_rate","hours_worked","unemployment_consistency","survey_release_noise"] }

The pack run leans slightly positive because employment trend and hours do not confirm a sharp break, but keeps a large lower tail for survey noise.

forecast 20k · 80% [-35k, 85k]
20k
+10k

Key drivers

  • April employment decline
  • Trend employment growth
  • Hours worked
  • Survey transition quality checks

Resolution

source
Australian Bureau of Statistics Labour Force
expected
June 25, 2026
rule
Resolves to the first published monthly change in seasonally adjusted employment in Labour Force, Australia for May 2026. Later revisions do not change the resolved value.
Data point
abs.labour.employment_change.australia.may_2026.first_print

Series design

series
abs.labour.employment_change
cadence
monthly · ~3 weeks
horizon
next release · first print
priority
P0
benchmark
Australian economist consensus and ABS trend estimates
chainable
next release · +3 months · unemployment threshold
run
Canada/Australia indicator agent ensemble · Codex recorded agent runs · June 4, 2026

Analyst agent · reasoning trace

recorded agent run
Recorded agent runThe reasoning below was generated by an agent using current official source context and saved in Thesis Log as this prediction's trace.
recorded trace replay

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recorded source check: abs.lookuphidden
recorded agent run: agent.runhidden

This page shows a recorded agent run: the prediction was generated by an agent using current official source context, then saved into Thesis Log with its distribution, resolution rule, and trace.

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