O*NET-SOC code
19-2099.00

All physical scientists not listed separately.

  • Data source: BLSPublished: 2026-08

    High· relative

    LowFour relative bandsVery high

    Group-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

    Source dataset (XLSX download)

  • Data source: AnthropicPublished: 2026-03

    0.038

    0.000Range of values carried here0.745

    Group-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

    Source dataset (CSV download)

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.

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
lowest $30,890median wage across 825 detailed occupations, BLS EP 2025–35highest $559,030

Source: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

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 codeKSCO titleRelationStatus
21129그 외 자연과학 연구원Overlapping, not the sameconfirmed

Relation and status definitions(kr-direct v1.1)

Sources, licenses and AI Changing Work's modification and translation notices for this page: Credits & sources