Government dataForecast cell on a published government data point.

UK unemployment rate, Jul-Sep 2026

What will ONS first report as the UK unemployment rate for people aged 16 and over in July to September 2026?

current forecast · 80% CI5.2%
4.6%5.2%5.9%
history:Oct-Dec: 5.2%Nov-Jan: 5.2%Dec-Feb: 5.2%Jan-Mar: 5.0%

Trend

history + forecast
4.455.56.1Oct-DecJan-MarNov 20265.2%
historyforecast path80% interval

UK indicator agent ensemble · 2026-06-04T10:32:04+01:00

recorded in Thesis LogOpen log →
record
June 4, 2026
agent
UK indicator agent ensemble
distribution
2 runs · 201 CDF points each
model
Codex recorded agent runs
ledger fact
ons.labour.unemployment_rate.july_to_september_2026.first_print

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
1
reviewed
Headline
UK indicator agent ensembleCodex recorded agent runsJun 4, 2026
unreported
4.39%80% 4.6% to 5.9%6.01%
public trace
Recorded agent run · Jul-Sep 2026

The UK labour market is currently one of the clearest stress points: unemployment is up, payroll employment is falling, and wage growth remains central to Bank of England decisions. This target resolves on 2026-11-17 under a first-print rule, with an expected ~2 weeks lag. The same series can also spawn next release, quarterly path, claimant threshold questions.

ons.lookup ons.lookup({ release: "UK labour market", series: "LFS unemployment rate 16+", periods: ["2025-10:2025-12", "2026-01:2026-03"] })
result { jan_to_mar_2026: 5.0, april_claimant_count_millions: 1.699, april_paye_early_employees_millions: 30.2, next_release: '2026-06-18 07:00' }
agent.run ukIndicatorAgent.predict({ slugs: ["uk-unemployment-rate-jul-sep-2026"], sources: ["ONS UK labour market: May 2026", "ONS/HMRC PAYE RTI", "ONS vacancies", "Bank of England labour-market commentary"], runAt: "2026-06-04T10:32:04+01:00" })
result { point: 5.2, ci80: [4.6, 5.9], context: ['unemployment near 5%', 'payroll softness should pass through slowly', 'vacancies lower', 'policy easing could stabilize hiring later in 2026'] }

By July-September, the agent expects the weaker hiring signal to have mostly passed into the LFS rate, but not into a recessionary break. The center stays at 5.2%, with a wider interval because the horizon is beyond the next few ONS releases.

forecast 5.2% · 80% [4.6%, 5.9%]
5.2%
baseline
Thesis analyst reviewed fast run
thesis.analystgpt-5.5Jun 27, 2026review completed

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

unreported
4.39%80% 4.5% to 5.8%6.01%
public trace
pre-submit review · completed

The draft is publishable with only minor tightening around the interval calibration.

  • warning interval: The 80% interval is directionally justified by LFS sampling variability and recent volatility, but the realized-volatility basis is only described qualitatively.
  • info optional_suggestion: Clarify whether the prior is an outside-view persistence prior or a simple time-series blend, since both are effectively being used.
  • info optional_suggestion: Check the historical-context label for Nov 2025-Jan 2026 against the cited MGSX rolling-period values so it does not appear inconsistent with the fetched 2026 JAN value.

disposition accepted: Review disposition: accepted the interval-calibration critique by tying the range to recent MGSX variation and ONS sampling variability, and accepted the historical-label clarification by aligning the Nov 2025-Jan 2026 rolling value with the fetched 2026 JAN MGSX print.

disposition not applicable: Review disposition: accepted the interval-calibration critique by tying the range to recent MGSX variation and ONS sampling variability, and accepted the historical-label clarification by aligning the Nov 2025-Jan 2026 rolling value with the fetched 2026 JAN MGSX print.

disposition not applicable: Review disposition: accepted the interval-calibration critique by tying the range to recent MGSX variation and ONS sampling variability, and accepted the historical-label clarification by aligning the Nov 2025-Jan 2026 rolling value with the fetched 2026 JAN MGSX print.

Forecast UK Jul-Sep 2026 first-print unemployment rate

The resolver is the ONS Labour Force Survey unemployment rate for people aged 16 and over, seasonally adjusted, for the July to September 2026 rolling three-month period. The target is the first one-decimal print in the November 2026 UK Labour Market or Employment in the UK release.

command.date date -u +%Y-%m-%dT%H:%M:%SZ
result Fetched run timestamp 2026-06-27T23:33:54Z.
official.lookup Opened the ONS release page for UK Labour Market: November 2026.
result Fetched official release date 2026-11-17 at 7:00am for UK Labour Market: November 2026.
official.lookup Opened ONS time-series page MGSX for the unemployment rate aged 16 and over, seasonally adjusted.
result Fetched Series ID MGSX, units %, release date 2026-06-18, next release 2026-07-21, annual 2025 value 4.8%, quarterly values 2025 Q3 5.0%, 2025 Q4 5.2%, 2026 Q1 5.0%, and monthly rolling-period values 2025 OCT 5.1%, 2025 NOV 5.2%, 2025 DEC 5.2%, 2026 JAN 4.9%, 2026 FEB 5.0%, 2026 MAR 4.9%.
official.lookup Opened the ONS Labour market overview, UK: June 2026 bulletin for current-release context.
result Fetched latest LFS unemployment rate for February to April 2026 = 4.9%, up 0.3 percentage points on the year and down 0.3 percentage points on the latest quarter; PAYE employees fell 103,000 over the year and 31,000 on the quarter for February to April 2026; March to May 2026 vacancies fell 19,000 to 707,000.
official.lookup Opened the ONS Employment in the UK: June 2026 bulletin for level, uncertainty, and sampling context.
result Fetched February to April 2026 unemployment level 1.764 million, unemployment-rate sampling variability ±0.3 percentage points, quarterly change -0.3 percentage points, annual change +0.3 percentage points, and achieved LFS sample 80,078 individuals in January to March 2026.

Base-rate/reference-class anchor: before inside-view adjustments, recent official MGSX history puts the rate around 5 percent. The last three quarterly values were 5.0, 5.2, and 5.0 percent, while recent monthly rolling-period prints were mostly 4.9 to 5.2 percent. This is an outside-view persistence prior centered near 5.0 percent rather than below the 2024 average.

Level, momentum, and one-off effects: the latest February to April print is lower than the prior quarter, but it is still up on the year. Payroll employment and vacancies point to weaker labour demand, while the LFS bulletin explicitly warns that short-term movements remain volatile and should be judged with other indicators.

Policy and measurement mechanism: the target is a household-survey unemployment rate, not a claimant-count or payroll series. Soft PAYE and vacancies tend to lift unemployment with a lag, but seasonal-adjustment review and LFS sampling variability can move the first print by several tenths without a true labour-market break.

Counter-consideration: the print could come below 4.5 if the February-April quarterly fall marks a genuine re-tightening in labour demand or if inactivity absorbs job losses. It could exceed 5.8 if payroll weakness broadens into layoffs, vacancies keep falling, and LFS volatility prints another sharp unemployment increase.

Point calculation: start with a 5.0 percent outside-view anchor from recent quarterly MGSX values, blend in the latest 4.9 percent February-April level, then add about 0.15 percentage points for weak PAYE employment and vacancies over the five-month release horizon: 0.45*5.0 + 0.35*4.9 + 0.20*5.3 = 5.025, rounded and judgmentally tilted to 5.1 because labour-demand indicators are soft. For the 80% interval, the recent rolling MGSX sequence moved within 4.9 to 5.2 percent and the latest bulletin gives about ±0.3 percentage-point sampling variability, so I start near ±0.5 around the point and widen the upper side for lagged unemployment risk, giving 4.5 to 5.8.

Review disposition: accepted the interval-calibration critique by tying the range to recent MGSX variation and ONS sampling variability, and accepted the historical-label clarification by aligning the Nov 2025-Jan 2026 rolling value with the fetched 2026 JAN MGSX print.

forecast 5.1% · 80% [4.5%, 5.8%]
5.1%
-0.1%

Key drivers

  • PAYE payroll employee changes
  • Claimant Count
  • Vacancy decline
  • LFS survey uncertainty

Resolution

source
Office for National Statistics, UK labour market overview
expected
November 17, 2026
rule
Resolves to the first published seasonally adjusted ONS LFS unemployment rate for people aged 16 and over for July to September 2026 in the Employment in the UK or UK labour market bulletin. Later revisions do not change the resolved value.
Data point
ons.labour.unemployment_rate.july_to_september_2026.first_print

Series design

series
ons.labour.unemployment_rate
cadence
monthly · ~2 weeks
horizon
Jul-Sep 2026 · first print
priority
P0
benchmark
Economist consensus and HMRC PAYE nowcasts
chainable
next release · quarterly path · claimant threshold
run
UK 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
Recorded research run from before on-repo activity archives (June 28, 2026); steps reflect real activity without archived receipts.

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recorded source check: ons.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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