Transportation and material moving employment, 2034
What will BLS first publish as 2034 employment for SOC 53-0000 Transportation and Material Moving Occupations in the National Employment Matrix?
Trend
history + forecastbrier-occupation-automation-scenarios · 2026-06-21T22:15:00-04:00
- record
- June 21, 2026
- agent
- brier-occupation-automation-scenarios
- distribution
- 3 runs · 201 CDF points each
- model
- Codex recorded source-context synthesis
- ledger fact
- bls.employment_projections.national_occupation_employment.soc_53_0000.2034.actual_first_print
Forecast runs
same target · agents, packs, updatesPack visualizer
1 packBLS employment projections baseline
Adds BLS 2024-2034 occupational employment projections as a long-run baseline for OEWS occupation forecasts.
Open pack page →- version
- 0.1.0
- pack id
- bls-employment-projections-baseline
- pack set
- BLS 2024-2034 projections baseline
- agents
- brier-occupation-automation-scenarios
- used by
- Brier long-run - BLS pack
BLS 2024-2034 Table 1.2 point projection recorded as a baseline forecast on the same 2034 target.
public trace
BLS publishes a point projection, not a full public uncertainty distribution. Thesis records it with an effectively point-mass display interval so it can sit beside the Brier distributions and later be scored on the same target.
BLS projected 14.78m in 2034, a +579.9k change from 14.20m in 2024 (+4.1%).
Brier occupation scenario without admitting the BLS 2024-2034 projection baseline as a pack.
public trace
Transportation and material moving tests whether warehouse automation, routing software, and partial autonomy reduce labor demand enough to offset logistics volume growth. This target resolves on 2035-09-15 under a first-print rule, with an expected ~9 years lag. The same series can also spawn next projection vintage, detailed SOC rows, threshold questions.
The no-pack forecast is below BLS because Brier expects warehouse automation, route optimization, and limited autonomy to lower labor per unit of goods movement. It does not assume full driver displacement by 2034.
Same 2034 target after admitting the official BLS 2024-2034 projection as a baseline pack.
public trace
This run is apples-to-apples with the published BLS projection: same SOC major group, same employment-in-thousands unit, and same future BLS National Employment Matrix 2034 base-year resolver.
No-pack Brier 14.25m + BLS pack adjustment +330k = 14.58m.
The BLS pack raises the center toward the official projection's continued logistics growth, while keeping the forecast below BLS because automation pressure remains a meaningful offset.
Key drivers
- Goods movement and e-commerce volume
- Warehouse automation
- Trucking and delivery demand
- Autonomy deployment timelines
Resolution
- source
- U.S. Bureau of Labor Statistics, Employment Projections
- expected
- September 15, 2035
- rule
- Resolves to the first BLS Employment Projections/National Employment Matrix table that uses 2034 as the base year, for SOC 53-0000 Transportation and Material Moving Occupations, measured as employment in thousands. The published 2024-2034 projection is only a comparison forecast; the resolved value is the first official 2034 base-year employment estimate in that later BLS projection vintage or successor table.
- Data point
- bls.employment_projections.national_occupation_employment.soc_53_0000.2034.actual_first_print
Series design
- series
- bls.employment_projections.national_occupation_employment.soc_53_0000
- cadence
- annual · ~9 years
- horizon
- 2034 base-year employment · first print
- priority
- P1
- benchmark
- BLS Employment Projections Table 1.2, 2024-2034, plus task-automation scenarios
- chainable
- next projection vintage · detailed SOC rows · threshold
- run
- brier-occupation-automation-scenarios · Codex recorded source-context synthesis · June 21, 2026
Analyst agent · reasoning trace
recorded agent run§
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.