علماء الأحياء البحرية
علوم الحياة والفيزيائية والاجتماعيةالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
مرتفع· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: 2026-03
0.061
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.40
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 39%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Analyze characteristics of animals to identify and classify them.19-1023 | 0.134594.7 | 0.183798.5 |
Study characteristics of animals, such as origin, interrelationships, classification, life histories and diseases, development, genetics, and distribution.19-1023 | 0.00292.0 | —0 |
Prepare collections of preserved specimens or microscopic slides for species identification and study of development or disease.19-1023 | 0.00282.0 | 0.00291.5 |
Inform and respond to public regarding wildlife and conservation issues, such as plant identification, hunting ordinances, and nuisance wildlife.19-1023 | 0.00181.2 | —0 |
| Not observed on any surface — 11 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 | —0 |
Inventory or estimate plant and wildlife populations. | —0 | —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 | —0 |
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. | —0 | —0 |
Organize and conduct experimental studies with live animals in controlled or natural surroundings. | —0 | —0 |
Perform administrative duties such as fundraising, public relations, budgeting, and supervision of zoo staff. | —0 | —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 | —0 |
Coordinate preventive programs to control the outbreak of wildlife diseases. | —0 | —0 |
Raise specimens for study and observation or for use in experiments. | —0 | —0 |
Collect and dissect animal specimens and examine specimens under microscope. | —0 | —0 |
Check for, and ensure compliance with, environmental laws, and notify law enforcement when violations are identified. | —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 |
|---|---|
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