Government dataForecast cell on a published government data point.

JOLTS job openings, May 2026

How many total nonfarm job openings will BLS first report for May 2026 in the Job Openings and Labor Turnover Survey?

current forecast · 80% CI7.45m
6.8m7.45m8.15m
history:Jan: 7.24mFeb: 6.92mMar: 6.89mApr: 7.62m

Trend

history + forecast
6,5847,1787,7728,366JanAprJul 20267.45mactual 7.59m
historyforecast path80% intervalactual

static prototype estimate · seeded forecast value

resolved outcomeinside 80% interval
actual
7.59m
forecast
7.45m with 80% CI [6.8m, 8.15m]
error
+144k · absolute 144k
cdf score
CRPS 158 · PIT 0.58
source
bls_jolts JOLTS news release, Table 1

First print for 2026-05 captured from https://alfred.stlouisfed.org/graph/alfredgraph.csv?id=JTSJOL&vintage_date=2026-06-30 on the official release date named by the cell's resolver.

recorded in Thesis LogOpen log →
record
prototype seed
agent
prototype seed
distribution
2 runs · 201 CDF points each
ledger fact
bls.jolts.job_openings_total.may_2026.first_print

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
1
pack sets
1
reviewed
Headline
prototype seedunreported modelseed
unreported
6.53m80% 6.8m to 8.15m8.27m
public trace
Monthly next release cell

JOLTS openings add a labor-demand target that resolves after payrolls but before many policy outcomes, giving agents a useful intermediate calibration signal. This target resolves on 2026-06-30 under a first-print rule, with an expected ~4 weeks lag. The same series can also spawn next release, +3 months, threshold questions.

bls.lookup bls.lookup({ series: "JTS000000000000000JOL", months: ["2026-01", "2026-04"] })
result { jan: 7240, feb: 6922, mar: 6887, apr_preliminary: 7618 }

April's preliminary openings jumped to 7.618 million after softer February-March readings. The agent partially fades that jump while keeping a wide interval because JOLTS first prints are noisy.

forecast 7.45m · 80% [6.8m, 8.15m]
7.45m
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
6.53m80% 6.65m to 8.05m8.27m
public trace
pre-submit review · completed

Draft is mostly publishable, but the first-print resolver should be tightened and the model-prior/interval rationale should be made more explicit.

  • blocking resolver: Resolver names BLS JOLTS first print, but the source/rule could still accidentally use rounded news-release prose or later-revised time-series data.
  • warning model_prior: The draft gives a persistence/base-rate prior but does not clearly state whether a time-series/model prior was used or explicitly ruled out.
  • warning interval: The 80% interval is described as roughly +/-700 thousand, but it is based mainly on a few recent monthly moves rather than a stated realized-volatility calculation or explicit subjective uncertainty scale.

disposition accepted: Review disposition: accepted resolver tightening to specify the first-published table or archived first-print artifact and reject later-revised series values or rounded prose; accepted explicit persistence/mean-reversion prior; accepted clearer interval calibration as judgmental uncertainty tied to recent absolute monthly changes; kept Employment Situation evidence as pre-release context only.

disposition accepted: Review disposition: accepted resolver tightening to specify the first-published table or archived first-print artifact and reject later-revised series values or rounded prose; accepted explicit persistence/mean-reversion prior; accepted clearer interval calibration as judgmental uncertainty tied to recent absolute monthly changes; kept Employment Situation evidence as pre-release context only.

disposition accepted: Review disposition: accepted resolver tightening to specify the first-published table or archived first-print artifact and reject later-revised series values or rounded prose; accepted explicit persistence/mean-reversion prior; accepted clearer interval calibration as judgmental uncertainty tied to recent absolute monthly changes; kept Employment Situation evidence as pre-release context only.

Forecast for May 2026 first-print BLS JOLTS total job openings

The resolver is the BLS first print for total nonfarm job openings, seasonally adjusted, level in thousands, for May 2026. The forecast value 7350 means 7.350 million openings.

official.lookup Checked the official BLS 2026 release calendar for the May 2026 JOLTS release date.
result BLS calendar lists Job Openings and Labor Turnover Survey for May 2026 at 10:00 AM on Tuesday, June 30, 2026; the same calendar shows April 2026 JOLTS released June 2, 2026.
official.lookup Fetched the official BLS time-series page for JTS000000000000000JOL, total nonfarm job openings, seasonally adjusted, level in thousands.
result Fetched latest BLS values: 2026 Jan 7240, Feb 6922, Mar 6887, Apr 7618(P); 2025 monthly values included Jan 7431 and Dec 6550.
official.lookup Fetched the official BLS Employment Situation release for May 2026 for labor-market contemporaneous evidence.
result BLS reported May 2026 nonfarm payroll employment increased by 172,000, unemployment was 4.3 percent, April payroll growth was revised to 179,000, and March was revised to 214,000.

Base-rate/reference-class anchor: the 2025 average from fetched BLS monthly levels is about 7,082 thousand, while the first four months of 2026 average about 7,167 thousand. That keeps the outside-view anchor around 7.1 to 7.2 million rather than treating April's 7.618 million as the new trend.

Model prior: I use a simple persistence plus mean-reversion prior, not a fitted time-series model, because this fast run has few fetched points and JOLTS first prints have substantial survey noise that would make a lightly specified fitted model overconfident.

Level and momentum effects point in opposite directions. April's 7.618 million level is high relative to January through March, but May payrolls were solid and unemployment was unchanged, so I expect only a partial reversal of the April jump rather than a fall back to the March trough.

Counter-consideration: JOLTS openings can swing sharply on survey noise and industry composition. If April's spike was genuine vacancy rebuilding, May could print above 8.0 million; if it was sampling noise or employers pulled postings after tariff and demand uncertainty, a print near 6.6 million is plausible.

Recent monthly changes from fetched levels were Feb minus Jan = -318, Mar minus Feb = -35, and Apr minus Mar = +731 thousand; the average absolute move over those three changes is about 361 thousand. I place May 268 thousand below April but above the 2026 average: 7618 - 268 = 7350. For the 80% interval, I use judgmental uncertainty of about +/-700 thousand, roughly twice the recent average absolute move and wide enough to cover a large reversal or continuation: 7350 - 700 = 6650 and 7350 + 700 = 8050.

Upside scenario: openings remain near or above April because May payroll growth of 172,000 and upward revisions to March and April indicate resilient labor demand. Downside scenario: April's jump reverses and openings return toward the March 6.887 million level. Outside-the-interval scenarios require either an unusually large vacancy retrenchment below 6.65 million or a broad demand reacceleration above 8.05 million.

Review disposition: accepted resolver tightening to specify the first-published table or archived first-print artifact and reject later-revised series values or rounded prose; accepted explicit persistence/mean-reversion prior; accepted clearer interval calibration as judgmental uncertainty tied to recent absolute monthly changes; kept Employment Situation evidence as pre-release context only.

forecast 7.35m · 80% [6.65m, 8.05m]
7.35m
-100k

Key drivers

  • Private labor demand
  • Small-business hiring plans
  • Payroll growth
  • Quits and hires momentum

Resolution

source
Bureau of Labor Statistics, Job Openings and Labor Turnover Survey
resolved
July 10, 2026
actual
7.59m
rule
Resolves to the first published seasonally adjusted total nonfarm job openings estimate for May 2026 in the BLS JOLTS release. Later monthly revisions do not change the resolved value.
Data point
bls.jolts.job_openings_total.may_2026.first_print

Series design

series
bls.jolts.job_openings_total
cadence
monthly · ~4 weeks
horizon
next release · first print
priority
P1
benchmark
Published consensus survey medians
chainable
next release · +3 months · threshold

Analyst agent · reasoning trace

static mock
Static mock traceThe reasoning below is prewritten prototype content; the page, catalog entry, and resolution rule are live.
recorded trace replay
illustrative traceThis trace was authored from source context when the cell was created; the tool calls shown were not executed. Runs from June 28, 2026 onward replay archived activity from the public records.

§

illustrative step: bls.lookupauthored, not executed

The route, resolution rule, and catalog entry are live. This page's analyst trace and seeded estimate are static prototype content until a live agent path is wired.

More government data forecasts