Physical Scientists, All Other
Life, Physical, and Social Science Occupations- O*NET-SOC code
- 19-2099.00
All physical scientists not listed separately.
- Data source: BLSPublished: 2026-08
High· 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: AnthropicPublished: 2026-03
0.038
0.000Range of values carried here0.745Group-level value
Scale, basis and source
Observed exposure index, 0–1 as published
Mapped onto O*NET tasks
Published per SOC 2018 occupation; every O*NET occupation with the same SOC 2018 code carries this value
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.
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)
Values for the whole SOC 19-2099 group (Physical scientists, all other), not for this O*NET occupation alone.
- Employment, 2025
- 27K
- Projected employment, 2035
- 27K
- Change (2025–35)
- +2.1%
- Median annual wage, 2025
- $122,570
- Typical education needed for entry
- Bachelor's degree
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 |
|---|---|---|---|
| 21129 | 그 외 자연과학 연구원 | Overlapping, not the same | confirmed |
Relation and status definitions(kr-direct v1.1)
Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources