法医化学家

生命、物理与社会科学

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    高· 相对

    低四级相对区间很高

    职业群单位数值

    尺度 · 母数 · 来源

    四级相对类别（低 / 中等 / 高 / 很高）

    以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档

    来源数据集（XLSX 文件下载）

  • 数据来源: Anthropic发布时间: 2026-03

    0.000

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数，按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.26

    0.09此处所载数值的范围0.70

    职业群单位数值

    尺度 · 母数 · 来源

    生成式AI暴露度指数，按发布原值0–1

    ISCO-08职业小类单位 — 共用同一代码的职业取值相同

    本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 76%。

    来源数据集

该来源发布的是什么性质的数值

BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。

Task-level exposure

仅显示有暴露的工作

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.

TaskβE1 + 0.5 × E2
Keep records and prepare reports detailing findings, investigative methods, and laboratory techniques.

O*NET Task ID 18478

1.0
Testify in court about investigative or analytical methods or findings.

O*NET Task ID 1571

0.5
Interpret laboratory findings or test results to identify and classify substances, materials, or other evidence collected at crime scenes.

O*NET Task ID 1573

0.5
Reconstruct crime scenes to determine relationships among pieces of evidence.

O*NET Task ID 1580

0.5
Collect impressions of dust from surfaces to obtain and identify fingerprints.

O*NET Task ID 1582

0.5
Analyze gunshot residue and bullet paths to determine how shootings occurred.

O*NET Task ID 1583

0.5
Visit morgues, examine scenes of crimes, or contact other sources to obtain evidence or information to be used in investigations.

O*NET Task ID 1584

0.5
Examine physical evidence, such as hair, fiber, wood, or soil residues to obtain information about its source and composition.

O*NET Task ID 1585

0.5
Examine firearms to determine mechanical condition and legal status, performing restoration work on damaged firearms to obtain information, such as serial numbers.

O*NET Task ID 1587

0.5
Confer with ballistics, fingerprinting, handwriting, documents, electronics, medical, chemical, or metallurgical experts concerning evidence and its interpretation.

O*NET Task ID 1589

0.5
Operate and maintain laboratory equipment and apparatus.

O*NET Task ID 1574

0.0
Prepare solutions, reagents, or sample formulations needed for laboratory work.

O*NET Task ID 1575

0.0
Collect evidence from crime scenes, storing it in conditions that preserve its integrity.

O*NET Task ID 1577

0.0
Identify and quantify drugs or poisons found in biological fluids or tissues, in foods, or at crime scenes.

O*NET Task ID 1578

0.0
Train new technicians or other personnel on forensic science techniques.

O*NET Task ID 18481

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®, Eloundou et al. (2023): see full notices on the Credits page

职业信息