バイオインフォマティクス研究者
生命・物理・社会科学AI露出度
- データ出典: BLS公表時点: 2026-08
非常に高い· 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
0.479
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 % | APIRaw / share % |
|---|---|---|
Participate in the preparation of reports or scientific publications.15-2099 | 0.120032.4 | 0.01009.1 |
Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.15-2099 | 0.100027.0 | —0 |
Conduct quality analyses of data inputs and resulting analyses or predictions.15-2099 | 0.080021.6 | —0 |
Perform routine system administrative functions, such as troubleshooting, back-ups, or upgrades.15-2099 | 0.03008.1 | 0.070063.6 |
Write computer programs or scripts to be used in querying databases.15-2099 | 0.03008.1 | 0.020018.2 |
Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.15-2099 | 0.01002.7 | —0 |
Enter or retrieve information from structural databases, protein sequence motif databases, mutation databases, genomic databases or gene expression databases.15-2099 | 0.00000.0 | 0.01009.1 |
Test new or updated software or tools and provide feedback to developers.15-2099 | 0.00000.0 | 0.00000.0 |
Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.15-2099 | 0.00000.0 | —0 |
Maintain awareness of new and emerging computational methods and technologies. | —0 | 0.00000.0 |
| Not observed on any surface — 9 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. | ||
Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities. | —0 | —0 |
Create data management or error-checking procedures and user manuals. | —0 | —0 |
Document all database changes, modifications, or problems. | —0 | —0 |
Monitor database performance and perform any necessary maintenance, upgrades, or repairs. | —0 | —0 |
Design or implement web-based tools for querying large-scale biological databases. | —0 | —0 |
Develop or apply data mining and machine learning algorithms. | —0 | —0 |
Train bioinformatics staff or researchers in the use of databases. | —0 | —0 |
Confer with database users about project timelines and changes. | —0 | —0 |
Package bioinformatics data for submission to public repositories. | —0 | —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 |
|---|---|
Develop or maintain applications that process biologically based data into searchable databases for purposes of analysis, calculation, or presentation.O*NET Task ID 17706 | 1.0 |
Monitor database performance and perform any necessary maintenance, upgrades, or repairs.O*NET Task ID 17708 | 1.0 |
Analyze or manipulate bioinformatics data using software packages, statistical applications, or data mining techniques.O*NET Task ID 17709 | 1.0 |
Create data management or error-checking procedures and user manuals.O*NET Task ID 17711 | 1.0 |
Design or implement web-based tools for querying large-scale biological databases.O*NET Task ID 17712 | 1.0 |
Develop or apply data mining and machine learning algorithms.O*NET Task ID 17713 | 1.0 |
Document all database changes, modifications, or problems.O*NET Task ID 17714 | 1.0 |
Extend existing software programs, web-based interactive tools, or database queries as sequence management and analysis needs evolve.O*NET Task ID 17715 | 1.0 |
Participate in the preparation of reports or scientific publications.O*NET Task ID 17717 | 1.0 |
Test new or updated software or tools and provide feedback to developers.O*NET Task ID 17718 | 1.0 |
Confer with database users about project timelines and changes.O*NET Task ID 17722 | 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