Logging Workers, All Other
Farming, Fishing, and Forestry Occupations- O*NET-SOC code
- 45-4029.00
All logging workers not listed separately.
- Data source: BLSPublished: 2026-08
Low· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: ILOPublished: 2025
0.09–0.12· 2 ISCO-08 groups
Scale, basis and source
Generative AI exposure index, 0–1 as published
Published per ISCO-08 unit group. Linked to this occupation, wholly or in part, by applying U.S. Bureau of Labor Statistics crosswalks (ISCO-08 to 2010 SOC, 2010 SOC to 2018 SOC) as published
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
ILO value for each linked ISCO-08 group
- ISCO-08 6210Forestry and Related Workers0.12
- ISCO-08 9215Forestry Labourers0.09
AI exposure (OpenAI rubric)
The OpenAI rubric has no rated tasks for this occupation code.
Tasks
The O*NET® 31.0 Database lists no task statements for this occupation.
"What work can robots do?" (Anthropic) has no robot exposure value for this occupation. This does not mean 0.
Occupation information
Employment outlook (BLS)
- Employment, 2025
- 2K
- Projected employment, 2035
- 2K
- Change (2025–35)
- -7.6%
- Median annual wage, 2025
- $50,840
- Typical education needed for entry
- High school diploma or equivalent
Korea classification links (KSCO)
Links from the current release of the Korea Occupation Direct Crosswalk v1.1, made by AI Changing Work. Relation values are read from the O*NET-SOC occupation side.
| KSCO code | KSCO title | Relation | Status |
|---|---|---|---|
| 62012 | 벌목원 | This occupation is narrower | confirmed |
Relation and status definitions(kr-direct v1.1)
ILO occupational description
AI Changing Work links the ISCO-08 unit groups below to this occupation by applying the U.S. Bureau of Labor Statistics crosswalks (2018 SOC to 2010 SOC, 2010 SOC to ISCO-08) as published, without case-by-case selection; each link may be whole or partial.
- ISCO-08 6210Forestry and Related Workers
- ISCO-08 9215Forestry Labourers
Sources: ILO ISCO-08 — details: Credits
ESCO occupational vocabulary
ISCO-08 6210
- forest rangerESCO 6210.1
Forest rangers are responsible for the protection and conservation of natural resources, particularly in regards to forests and woodlands.
ISCO-08 9215
- forest workerESCO 9215.1
Forest workers carry out a variety of jobs to care for and manage trees, woodland areas and forests. Their activities include include planting, trimming, thinning and felling trees and protecting them from pests, diseases and damage.
ESCO occupations that ESCO classifies under the ISCO-08 unit groups linked above; they are not matched to this occupation one by one.
Source: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
License: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources