海洋生物学者
生命・物理・社会科学AI露出度
- データ出典: BLS公表時点: 2026-08
高い· 相対
低い4段階の相対区分非常に高い職業群単位の値
尺度・母数・出典
4段階の相対区分（低い / 中程度 / 高い / 非常に高い）
BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります
- データ出典: Anthropic公表時点: 2026-03
0.061
0.000ここに掲載された値の範囲0.745尺度・母数・出典
- データ出典: ILO公表時点: 2025
0.40
0.09ここに掲載された値の範囲0.70職業群単位の値
尺度・母数・出典
生成AI露出度指数、公開されたまま0–1
ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値
当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは39%です。
この出典がどのような性格の値か
BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。
Task-level exposure
露出のある作業のみ| Task | Claude.aiRaw / share % |
|---|---|
Analyze characteristics of animals to identify and classify them.19-1023 | 0.031569.1 |
Study characteristics of animals, such as origin, interrelationships, classification, life histories and diseases, development, genetics, and distribution.19-1023 | 0.004810.6 |
Disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs.19-1023 | 0.00459.9 |
Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.19-1023 | 0.00286.1 |
Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.19-1023 | 0.00204.3 |
| Not observed on any surface — 10 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry. | —0 |
Inventory or estimate plant and wildlife populations. | —0 |
Make recommendations on management systems and planning for wildlife populations and habitat, consulting with stakeholders and the public at large to explore options. | —0 |
Organize and conduct experimental studies with live animals in controlled or natural surroundings. | —0 |
Perform administrative duties such as fundraising, public relations, budgeting, and supervision of zoo staff. | —0 |
Oversee the care and distribution of zoo animals, working with curators and zoo directors to determine the best way to contain animals, maintain their habitats and manage facilities. | —0 |
Coordinate preventive programs to control the outbreak of wildlife diseases. | —0 |
Raise specimens for study and observation or for use in experiments. | —0 |
Collect and dissect animal specimens and examine specimens under microscope. | —0 |
Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Disseminate information by writing reports and scientific papers or journal articles, and by making presentations and giving talks for schools, clubs, interest groups and park interpretive programs.O*NET Task ID 1496 | 1.0 |
Study animals in their natural habitats, assessing effects of environment and industry on animals, interpreting findings and recommending alternative operating conditions for industry.O*NET Task ID 1492 | 0.5 |
Inventory or estimate plant and wildlife populations.O*NET Task ID 1493 | 0.5 |
Analyze characteristics of animals to identify and classify them.O*NET Task ID 1494 | 0.5 |
Make recommendations on management systems and planning for wildlife populations and habitat, consulting with stakeholders and the public at large to explore options.O*NET Task ID 1495 | 0.5 |
Study characteristics of animals, such as origin, interrelationships, classification, life histories, diseases, development, genetics, and distribution.O*NET Task ID 1497 | 0.5 |
Perform administrative duties, such as fundraising, public relations, budgeting, and supervision of zoo staff.O*NET Task ID 1498 | 0.5 |
Coordinate preventive programs to control the outbreak of wildlife diseases.O*NET Task ID 1501 | 0.5 |
Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.O*NET Task ID 18615 | 0.5 |
Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified.O*NET Task ID 18616 | 0.5 |
Organize and conduct experimental studies with live animals in controlled or natural surroundings.O*NET Task ID 1499 | 0.0 |
Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.O*NET Task ID 1502 | 0.0 |
Raise specimens for study and observation or for use in experiments.O*NET Task ID 1503 | 0.0 |
Collect and dissect animal specimens and examine specimens under microscope.O*NET Task ID 1504 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page