Government dataForecast cell on a published government data point.

Sales and related 10th percentile wage, May 2026

What annual 10th percentile wage will BLS first publish for SOC 41-0000 Sales and Related Occupations in the May 2026 national OEWS release?

current forecast · 80% CI$29,000
$27,600$29,000$30,600
history:May 2025 OEWS 10th percentile: $28,080

Trend

history + forecast
$27,120$28,440$29,760$31,080May 2025 OEWS 10th percentileMay 2027$29,000
historyforecast path80% interval

brier-occupation-wage-pressure · 2026-06-21T13:35:00-04:00

recorded in Thesis LogOpen log →
record
June 21, 2026
agent
brier-occupation-wage-pressure
distribution
2 runs · 201 CDF points each
model
Codex recorded source-context synthesis
ledger fact
bls.oews.national_occupation_10th_percentile_annual_wage.soc_41_0000.may_2026.first_print

Forecast runs

same target · agents, packs, updates
2
runs
2
agents
2
models
2
pack sets
0
reviewed
May 2025 OEWS carry-forward
BLS OEWS current tableMay 2025 annual 10th percentile wage carry-forward baselineMay 15, 2026

Baseline comparator: carry the latest published OEWS annual 10th percentile wage forward unchanged.

unreported
$27,33880% $27,580 to $28,580$30,842
public trace
Current-wage comparator

BLS publishes current OEWS occupational wages but not an official May 2026 occupational wage projection. This comparator carries the May 2025 10th percentile annual wage forward unchanged.

bls.oews.api bls.oews.api({ target: "bls.oews.national_occupation_10th_percentile_annual_wage.soc_41_0000.may_2026.first_print", comparator: "latest_observed_a_pct10" })
result { latest_observed_year: 2025, annual_p10_wage_usd: 28080, source: 'BLS OEWS May 2025' }

Flat carry-forward baseline = $28,080.

forecast $28,080 · 80% [$27,580, $28,580]
$28,080
-$920.00
Occupation wage pressure - no projection pack
brier-occupation-wage-pressureCodex recorded source-context synthesisJun 21, 2026

Control run over May 2026 OEWS annual wage statistics. BLS publishes current occupational wages but does not publish an official 2026 occupational wage projection.

Occupation wage pressure control
$27,33880% $27,600 to $30,600$30,842
public trace
Recorded agent run · May 2026 OEWS first print

Sales wages connect retail, call-center, and business-development task exposure to consumer demand and online substitution. This target resolves on 2027-05-14 under a first-print rule, with an expected ~12 months lag. The same series can also spawn next annual release, mean wage, median wage, percentile wages, detailed SOC rows questions.

bls.oews.api bls.oews.api({ seriesId: "OEUN000000000000041000011", release: "May 2025", datatype: "Annual 10th percentile wage" })
result { series_id: 'OEUN000000000000041000011', year: 2025, period: 'A01', annual_p10_wage_usd: 28080 }
bls.oews.source bls.oews.source({ release: "May 2026", geography: "national", occupation: "41-0000", field: "A_PCT10" })
result Target registered in the Thesis ledger before forecasting; resolution uses the first-published BLS national OEWS annual 10th percentile wage field.
forecast_model.damped_log_trend damped_log_trend_v1({ soc_major_group: "41-0000", statistic: "p10", base_year: 2025, target_year: 2026 })
result { base_p10_wage_2025_usd: 28080, model: 'damped_log_trend_v1', status: 'fallback', growth_prior: 'BLS CES total private average hourly earnings, May 2025 to May 2026', annualized_log_growth: '3.39%', occupation_signal: 'sales_tools_and_retail_mix' }

The forecast is produced by damped_log_trend_v1. The OEWS API returns one target-specific 10th percentile observation for this current SOC/statistic series, so the model records fallback status instead of fitting a false trend. It applies the broad wage-growth prior from BLS CES total private average hourly earnings, May 2025 to May 2026 and keeps a volatility-floor interval. The occupation-specific qualitative overlay is moderate nominal wage growth offset by retail automation and e-commerce pressure. The lower tail covers weaker retail demand and a lower-commission occupational mix.

forecast $29,000 · 80% [$27,600, $30,600]
$29,000
baseline

Key drivers

  • Retail and consumer demand
  • E-commerce substitution
  • AI sales-support tools
  • Commission-heavy composition

Resolution

source
U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics
expected
May 14, 2027
rule
Resolves to the first-published national OEWS annual 10th percentile wage estimate for SOC 41-0000 Sales and Related Occupations in the BLS May 2026 National Occupational Employment and Wage Estimates table, in nominal dollars. This uses the A_PCT10/annual 10th percentile wage field for the national, cross-industry row. Later revisions or table corrections do not change the resolved value unless BLS replaces the first table on the same publication date.
Data point
bls.oews.national_occupation_10th_percentile_annual_wage.soc_41_0000.may_2026.first_print

Series design

series
bls.oews.national_occupation_10th_percentile_annual_wage.soc_41_0000
cadence
annual · ~12 months
horizon
May 2026 OEWS first print · first print
priority
P1
benchmark
May 2025 OEWS national annual 10th percentile wage plus nominal wage-growth and composition priors
chainable
next annual release · mean wage · median wage · percentile wages · detailed SOC rows
run
brier-occupation-wage-pressure · Codex recorded source-context synthesis · June 21, 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
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.

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illustrative step: bls.oews.apiauthored, not executed
illustrative step: bls.oews.sourceauthored, not executed
illustrative step: forecast_model.damped_log_trendauthored, not executed

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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